Evidence map›Paper›PMID 38783148›Full record

ArticleNature biotechnology2025

Mapping variant effects on anti-tumor hallmarks of primary human T cells with base-editing screens.

Zachary H Walsh, Parin Shah, Neeharika Kothapalli, Shivem B Shah, Gergo Nikolenyi, D Zack Brodtman, Giuseppe Leuzzi, Meri Rogava, Michael Mu, Patricia Ho and 7 more

Abstract read
In one paragraph

Article in Nature biotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.

0numbers the graph read from it
0cells of the map it votes in
30citing 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

30 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
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  5. Article
  6. Generation of CCR4/CD7 Bispecific CAR-T Cells Resistant to Fratricide and Exhaustion.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  7. Article
  8. Article
  9. Review
  10. Review
  11. Article
  12. Article
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  14. Review
  15. Article
  16. Article
  17. Review
  18. Review
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

17 authors.

Zachary H Walsh *Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.
Parin Shah *Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.
Neeharika KothapalliColumbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.
Shivem B ShahColumbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.ORCID http://orcid.org/0000-0001-9439-6509
Gergo NikolenyiDepartment of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0003-0581-7864
D Zack BrodtmanColumbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.ORCID http://orcid.org/0009-0009-6562-0626
Giuseppe LeuzziHerbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0002-2211-790X
Meri RogavaColumbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.
Michael MuColumbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.
Patricia HoColumbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.ORCID http://orcid.org/0000-0002-4622-8188
Sinan AbuzaidColumbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.ORCID http://orcid.org/0009-0000-1629-7556
Neil VasanDepartment of Medicine, Division of Hematology and Oncology, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0003-1779-484X
Mohammed AlQuraishiDepartment of Systems Biology, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0001-6817-1322
Joshua D MilnerDepartment of Pediatrics, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0002-3913-3869
Alberto CicciaHerbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0003-4789-6564
Johannes C MelmsColumbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.ORCID http://orcid.org/0000-0002-5410-6586
Benjamin IzarColumbia University Vagelos College of Physicians and Surgeons, New York, NY, USA. bi2175@cumc.columbia.edu.ORCID http://orcid.org/0000-0003-2379-6702

Funding

Tumor Biology and Microenvironment ProgramP30CA013696 · NCI · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI Anil K Rustgi · 1985 to 2026
$115.3M
Studying the evolution of drug resistance in prostate cancer at the single cell levelU54CA274506 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ANDREA CALIFANO · 2023 to 2026
$9.1M
Medical Scientist Training ProgramT32GM145440 · NIGMS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI STEVEN L REINER · 2022 to 2026
$7.3M
Multi-cellular interactions defining the human brain metastatic nicheR01CA280414 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Benjamin Izar, Ashley Marie Laughney · 2023 to 2026
$2.8M
Mechanisms of liver metastasis and associated resistance to immunotherapyR37CA258829 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Benjamin Izar · 2021 to 2026
$2.6M
The role of the CD58:CD2 axis in cancer immune evasion and resistance to immunotherapyR01CA266446 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI FRANGIEH, CHRISTOPHER · 2022 to 2025
$2.0M
NCI NIH HHS P30 CA013696NCI NIH HHS R01 CA266446NCI NIH HHS R01 CA280414NCI NIH HHS R37 CA258829NCI NIH HHS U54 CA274506NIGMS NIH HHS T32 GM145440
6 · The paper itself

Abstract

Single-nucleotide variants (SNVs) in key T cell genes can drive clinical pathologies and could be repurposed to improve cellular cancer immunotherapies. Here, we perform massively parallel base-editing screens to generate thousands of variants at gene loci annotated with known or potential clinical relevance. We discover a broad landscape of putative gain-of-function (GOF) and loss-of-function (LOF) mutations, including in PIK3CD and the gene encoding its regulatory subunit, PIK3R1, LCK, SOS1, AKT1 and RHOA. Base editing of PIK3CD and PIK3R1 variants in T cells with an engineered T cell receptor specific to a melanoma epitope or in different generations of CD19 chimeric antigen receptor (CAR) T cells demonstrates that discovered GOF variants, but not LOF or silent mutation controls, enhanced signaling, cytokine production and lysis of cognate melanoma and leukemia cell models, respectively. Additionally, we show that generations of CD19 CAR T cells engineered with PIK3CD GOF mutations demonstrate enhanced antigen-specific signaling, cytokine production and leukemia cell killing, including when benchmarked against other recent strategies.

Indexed as

Gene EditingNeoplasmsT-LymphocytesCell Line, TumorGain of Function MutationHumansMelanomaPolymorphism, Single Nucleotide

Identifiers

PMID38783148
PMCPMC12488219

What OpenQuestion holds

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Registered trials

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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.