Evidence map›Paper›PMID 41306643›Full record

ArticleAdvances in cancer education and quality improvement2025

From Imaging to Impact: A Multi-Disciplinary T32 Program Framework and Initial Insights for Training in Image-Guided Cancer Therapy [Advance Publication].

Kari J Brewer Savannah, Stephen Y Lai, Clifton D Fuller, Kristy K Brock

Abstract read
In one paragraph

Article in Advances in cancer education and quality improvement, 2025. 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

4 authors.

Kari J Brewer SavannahDepartment of Imaging Physics, The University of Texas MD Anderson Cancer Center.ORCID 0000-0002-8908-7004
Stephen Y LaiDepartment of Head and Neck Surgery, Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center.ORCID 0000-0001-8301-7286
Clifton D FullerDepartment of Radiation Oncology, The University of Texas MD Anderson Cancer Center.ORCID 0000-0002-5264-3994
Kristy K BrockDepartment of Imaging Physics, The University of Texas MD Anderson Cancer Center.ORCID 0000-0001-9364-5040

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI DIANE BODURKA · 1985 to 2026
$290.8M
Image Guided Cancer Therapy Training ProgramT32CA261856 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Kristy Brock, Clifton David Fuller · 2022 to 2026
$1.2M
NCI NIH HHS P30 CA016672NCI NIH HHS T32 CA261856
6 · The paper itself

Abstract

As multi-disciplinary image-guided assessment and therapies become increasingly important for precision oncology, the need for comprehensive training opportunities that effectively prepare the next generation of clinician-scientists and scientists is evident. We present an innovative, evidence-based research training framework that integrates the following critical features: 1) intentional and personalized mentoring and career development, 2) immersive research in image-guided cancer therapy, 3) strategic mentored clinical exposure, 4) structured didactic learning and professional development opportunities, and 5) mentored grant writing. Designed to foster scientific rigor, translational thinking, and multi-disciplinary collaboration, the Image-Guided Cancer Therapy T32 Training Program (IGCT-T32) aims to prepare postdoctoral fellows from MD, MD/PhD, and PhD backgrounds for successful careers in image-guided cancer therapy research. Additionally, we describe programmatic enhancements driven by trainee feedback, including improved flexibility and customization of training plans, and the establishment of an open-access educational repository, enabling on-demand access to didactic learning materials. Through this repository, IGCT-T32 can broadly disseminate educational resources, allowing learners and educators beyond the program to integrate these critical resources into their own training in image-guided cancer therapy. Preliminary data from the initial program trainee cohort (n=3) indicates strong research productivity, with trainees averaging 3.2 presentations and 1.8 invited talks per year in training. When compared with non-T32 peers, IGCT-T32 trainees published substantially more first and co-authored peer-reviewed manuscripts, averaging 1.6 vs. 0.36 first authored manuscripts per trainee for each year in training and 6.0 vs. 0.26 co-authored manuscripts per trainee for each year in training, respectively. IGCT-T32 fellows published 77.1% of their peer-reviewed manuscripts in top quartile journals in their fields compared with only 55.6% of manuscripts from their non-T32 peers. Further, IGCT-T32 trainees were ~10% more likely to utilize preprints (such MedRxiv) for early dissemination of research. Together, these data provide promising early indicators of the effectiveness of the IGCT-T32 training program and its design. We offer here a descriptive framework for the development of training curricula in image-guided cancer therapy that could be adapted for other sites and stakeholders. While preliminary insights into program effectiveness are promising, continued evaluation and longitudinal data are needed with additional trainees to fully access its impact and generalizability.

Indexed as

cancer educationclinician-scientist research trainingimage-guided therapymulti-disciplinary mentoringpostdoctoral trainingT32 programtraining program

Identifiers

PMID41306643
PMCPMC12646052

What Socratic holds

Textmetadata
LicenceCC BY-NC-SA
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 Socratic graph.