Evidence map›Paper›PMID 39383197›Full record

ReviewJournal of the National Cancer Institute2025

Precision preclinical modeling to advance cancer treatment.

David H Gutmann, Jesse S Boehm, Elinor K Karlsson, Eric Padron, Mukund Seshadri, Deeann Wallis, Joshua C Snyder

Abstract readReview
In one paragraph

Review in Journal of the National Cancer Institute, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. The Next Frontier in Quantitative Co-Clinical Imaging to Advance Functional Precision Oncology.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  2. Article
  3. Article
  4. Review
  5. Review
  6. Article
  7. Review
  8. 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

7 authors.

David H GutmannDepartment of Neurology, Washington University, St Louis, MO 63110, United States.ORCID 0000-0002-3127-5045
Jesse S BoehmBroad Institute of MIT and Harvard, Cambridge, MA 02142, United States.ORCID 0000-0002-6795-6336
Elinor K KarlssonBroad Institute of MIT and Harvard, Cambridge, MA 02142, United States.ORCID 0000-0002-4343-3776
Eric PadronDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, United States.
Mukund SeshadriDepartment of Oral Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, United States.
Deeann WallisDepartment of Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, United States.ORCID 0000-0002-8217-0892
Joshua C SnyderDepartment of Surgery, Duke University, Durham, NC 27710, United States.ORCID 0000-0002-9787-3371

Funding

Two-Spirit Films in Indigenous Cancer HealthP30CA016056 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI CANDACE S JOHNSON · 1985 to 2026
$116.6M
UAB Pilot Center for Precision Animal Modeling (C-PAM) - Resource and Service SectionU54OD030167 · OD · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI Bradley K. Yoder · 2020 to 2026
$15.3M
Defining the Mechanistic Basis for Neurofibromatosis-1 Nervous System Disease HeterogeneityR35NS097211 · NINDS · WASHINGTON UNIVERSITY · PI GUTMANN, DAVID H · 2017 to 2024
$5.7M
Developing and credentialing patient-derived xenograft models to advance therapeutic approaches for chronic myelomonocytic leukemiaR37CA234021 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI PADRON, ERIC · 2019 to 2025
$3.4M
Transforming family dogs into a powerful and accessible model for human cancerR37CA218570 · NCI · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI KARLSSON, ELINOR · 2018 to 2022
$3.2M
Rapid ex vivo biosensor cultures to assess dependencies in gastroesophageal cancerR01CA248280 · NCI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI BOEHM, JESSE SAMUEL · 2020 to 2024
$3.2M
Neuronal Regulation of Low-Grade GliomagenesisR01CA258384 · NCI · STANFORD UNIVERSITY · PI David H Gutmann, Michelle Monje-Deisseroth · 2022 to 2026
$3.1M
Leveraging canine spontaneous cancer to optimize the power of blood biopsyR01CA255319 · NCI · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI KARLSSON, ELINOR, LONDON, CHERYL A · 2021 to 2025
$3.1M
Radiogenomic Credentialing of Head and Neck Cancer ModelsR01CA243456 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI SESHADRI, MUKUND · 2021 to 2025
$2.9M
Loss of NF1 drives hormone dependent mammary carcinogenesis in a rat model with intact immune systemR01CA265933 · NCI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI ROBERT A KESTERSON, Deeann Wallis-Schultz · 2022 to 2026
$2.7M
T Cell Regulation of Low-Grade GliomaR01CA261939 · NCI · WASHINGTON UNIVERSITY · PI GUTMANN, DAVID H · 2022 to 2025
$2.4M
Visualizing tumor heterogeneity in an immune intact and autochthonous mouse model of breast cancerR01CA255372 · NCI · DUKE UNIVERSITY · PI SNYDER, JOSHUA CLAIR · 2021 to 2025
$2.3M
Gilbert Family Foundation's Gene Therapy InstituteNCI NIH HHS P30 CA016056NCI NIH HHS R01 CA243456NCI NIH HHS R01 CA248280NCI NIH HHS R01 CA255319NCI NIH HHS R01 CA255372NCI NIH HHS R01CA255372NCI NIH HHS R01 CA258384NCI NIH HHS R01 CA261939NCI NIH HHS R01 CA265933NCI NIH HHS R01 CA278300NCI NIH HHS R01 CA279378NCI NIH HHS R37 CA218570NCI NIH HHS R37CA218570NCI NIH HHS R37 CA234021NIH HHS U54 OD030167NINDS NIH HHS R35 NS097211
6 · The paper itself

Abstract

A new era of cancer management is underway in which treatments are being developed for the entire continuum of the disease process. The availability of genetically engineered and naturally occurring preclinical models serves as instructive platforms for evaluating therapeutic mechanisms. However, a major clinical challenge is that the entire malignancy process occurs across multiple scales including genetic mutations, malignant changes in cell behavior, dysregulated tumor microenvironments, and systemic adaptations in the host. A multidisciplinary group of investigators coalesced at the National Cancer Institute Oncology Models Forum with the overall goal to provide updates on the use of precision preclinical models of cancer. The benefits and limitations of preclinical models were discussed to identify strategies for maximizing opportunities in modeling that could inform future cancer prevention and treatment approaches. Our shared perspective is that the continuum of single cell, multicell, organoid, and in situ models are remarkable resources for the clinical challenges ahead. We provide a roadmap for parsing already available models and include preliminary recommendations for the application of next-generation preclinical modeling in cancer intervention.

Indexed as

NeoplasmsPrecision MedicineAnimalsDisease Models, AnimalHumansTumor Microenvironment

Identifiers

PMID39383197
PMCPMC11972679

What OpenQuestion holds

Textmetadata
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.