Evidence map›Paper›PMID 40386382›Full record

ArticleResearch square2025

Spatially Resolved Panoramic in vivo CRISPR Screen via Perturb-DBiT.

Rong Fan, Alev Baysoy, Xiaolong Tian, Feifei Zhang, Paul Renauer, Zhiliang Bai, Hao Shi, Dingyao Zhang, Haikuo Li, Bo Tao and 23 more

Abstract readPreprint
In one paragraph

Article in Research square, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Review
  7. Genomic and phenotypic characterization of antimicrobial resistance in clinicalFrontiers in cellular and infection microbiology · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

33 authors.

Rong FanYale University.ORCID 0000-0001-7805-8059
Alev BaysoyYale University.
Xiaolong TianYale University.
Feifei ZhangYale University.
Paul RenauerYale University.
Zhiliang BaiYale University.ORCID 0000-0002-3977-3057
Hao ShiSt. Jude Children's Research Hospital.ORCID 0000-0002-2796-629X
Dingyao ZhangYale University.
Haikuo LiYale University.ORCID 0000-0003-3697-5662
Bo TaoYale University School of Medicine.ORCID 0000-0002-5490-4668
Mingyu YangYale School of Engineering and Applied Science.
Archibald EnninfulYale School of Engineering and Applied Science.
Fu Gao
Guangchuan WangChinese Academy of Sciences Center for Excellence in Molecular Cell Science.ORCID 0000-0001-5315-1599
Wanqiu ZhangAspect Analytics.
Thao TranAspect Analytics.
Nathan PattersonAspect Analytics.
Jie ShengUniversity of Wisconsin-Madison.ORCID 0009-0006-0398-5089
Shuozhen BaoYale University.ORCID 0000-0002-9301-9952
Chuanpeng DongYale University.
Shan XinYale University.ORCID 0000-0002-4735-0935
Binfan ChenYale University.
Mei ZhongYale University.ORCID 0000-0003-1230-0775
Sherri RankinSt. Jude Children's Research Hospital.
Cliff GuySt. Jude Children's Research Hospital.
Yan WangSt. Jude Children's Research Hospital.
Jon ConnellySt. Jude Children's Research Hospital.ORCID 0000-0002-5564-1775
Shondra Pruett-MillerSt Jude Children's Research Hospital.ORCID 0000-0002-3793-585X
Daifeng WangUniversity of Wisconsin-Madison.ORCID 0000-0001-9190-3704
Mina XuYale University.ORCID 0000-0001-9513-245X
Mark GersteinYale University.ORCID 0000-0002-9746-3719
Hongbo ChiSt. Jude Children's Research Hospital.ORCID 0000-0002-9997-2496
Sidi ChenYale University.ORCID 0000-0002-3819-5005

Funding

Spatiotemporal Tumor Analytics for Guiding Sequential Targeted-Inhibitor: Immunotherapy Combinations (ST-Analytics)U54CA274509 · NCI · INSTITUTE FOR SYSTEMS BIOLOGY · PI Rong Fan · 2022 to 2026
$15.6M
Yale TMC for Cellular Senescence in Lymphoid OrgansU54AG076043 · NIA · YALE UNIVERSITY · PI FAN, RONG, HALENE, STEPHANIE · 2021 to 2025
$7.0M
Yale Murine-TMC on Immune Cell Senescence Derived InflammationU54AG079759 · NIA · YALE UNIVERSITY · PI DIXIT, VISHWA DEEP, MONTGOMERY, RUTH R · 2022 to 2025
$6.5M
High-throughput in vivo and in vitro functional and multi-omics screens of neuropsychiatric and neurodevelopmental disorder risk genesRM1MH132648 · NIMH · YALE UNIVERSITY · PI Kristen Jennifer Brennand, Rong Fan · 2023 to 2026
$5.6M
Center for Human Lymphoma Spatiotemporal Atlas (HuLymSTA)U01CA294514 · NCI · YALE UNIVERSITY · PI FAN, RONG, HALENE, STEPHANIE · 2024 to 2025
$5.1M
Highly scalable and sensitive spatial transcriptomic and epigenomic sequencing of brain tissues from human and non-human primateRF1MH128876 · NIMH · YALE UNIVERSITY · PI FAN, RONG, SESTAN, NENAD · 2021 to 2021
$2.9M
Ex vivo analysis of human brain tumor cells in a microvascular niche modelR01CA245313 · NCI · YALE UNIVERSITY · PI FAN, RONG, ZHOU, JIANGBING · 2020 to 2024
$2.6M
Advanced development of composite gene delivery and CAR engineering systemsR33CA281702 · NCI · YALE UNIVERSITY · PI CHEN, SIDI · 2023 to 2025
$1.2M
High-spatial-resolution ECM-inclusive multi-omics sequencing of human PFA and FFPE tissue slidesUH3CA257393 · NCI · YALE UNIVERSITY · PI FAN, RONG · 2022 to 2023
$1.2M
NCI NIH HHS R01 CA245313NCI NIH HHS R33 CA281702NCI NIH HHS U01 CA294514NCI NIH HHS U54 CA274509NCI NIH HHS UH3 CA257393NIA NIH HHS U54 AG076043NIA NIH HHS U54 AG079759NIMH NIH HHS RF1 MH128876NIMH NIH HHS RM1 MH132648
6 · The paper itself

Abstract

Spatially resolved in vivo CRISPR screening integrates gene editing with spatial transcriptomics to examine how genetic perturbations alter gene expression within native tissue environments. However, current methods are limited to small perturbation panels and the detection of a narrow subset of protein-coding RNAs. We present Perturb-DBiT, a distinct and versatile approach for the simultaneous co-sequencing of spatial total RNA whole-transcriptome and single-guide RNAs (sgRNAs), base-by-base, on the same tissue section. This method enables unbiased discovery of how genetic perturbations influence RNA regulation, cellular dynamics, and tissue architecture in situ. Applying Perturb-DBiT to a human cancer metastatic colonization model, we mapped large panels of sgRNAs across tumor colonies in consecutive tissue sections alongside their corresponding total RNA transcriptomes. This revealed novel insights into how perturbations affect long non-coding RNA (lncRNA) co-variation, microRNA-mRNA interactions, and global and distinct tRNA alterations in amino acid metabolism linked to tumor migration and growth. By integrating transcriptional pseudotime trajectories, we further uncovered the impact of perturbations on clonal dynamics and cooperation. In an immune-competent syngeneic mouse model, Perturb-DBiT enabled investigation of genetic perturbations within the tumor immune microenvironment, revealing distinct and synergistic effects on immune infiltration and suppression. Perturb-DBiT provides a spatially resolved comprehensive view of how genetic knockouts influence diverse molecular and cellular responses including small and large RNA regulation, tumor proliferation, migration, metastasis, and immune interactions, offering a panoramic perspective on perturbation responses in complex tissues.

Identifiers

PMID40386382
PMCPMC12083649

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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.