Evidence map›Paper›PMID 39448267›Full record

ArticleJournal of nuclear medicine : official publication, Society of Nuclear Medicine2024

MIRD Pamphlet No. 31: MIRDcell V4-Artificial Intelligence Tools to Formulate Optimized Radiopharmaceutical Cocktails for Therapy.

Sumudu Katugampola, Jianchao Wang, Roger W Howell

Abstract read
In one paragraph

Article in Journal of nuclear medicine : official publication, Society of Nuclear Medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Current status of radionuclide therapy targeting PARP in cancer: challenges and prospects.European journal of nuclear medicine and molecular imaging · 2026
    Review
  2. Glycoprotein Mucin 13 Expression as a Theranostic Target in Colorectal Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  3. Review
  4. Influence of Subcellular Localization on the Cytotoxicity of Targeted α-Therapy.Journal of nuclear medicine : official publication, Society of Nuclear Medicine · 2026
    Article
  5. Review
  6. Article
  7. The Role of Artificial Intelligence in Theranostics.Journal of nuclear medicine technology · 2025
    Review
  8. Article
  9. Preirradiation of Spheroids withJournal of nuclear medicine : official publication, Society of Nuclear Medicine · 2025
    Article
  10. Article
  11. 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

3 authors.

Sumudu KatugampolaDivision of Radiation Research, Department of Radiology, New Jersey Medical School, Rutgers University, Newark, New Jersey.
Jianchao WangDivision of Radiation Research, Department of Radiology, New Jersey Medical School, Rutgers University, Newark, New Jersey.
Roger W HowellDivision of Radiation Research, Department of Radiology, New Jersey Medical School, Rutgers University, Newark, New Jersey rhowell@rutgers.edu.

Funding

MIRDcell Version 3R01CA245139 · NCI · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI Roger W. Howell · 2020 to 2026
$1.8M
NCI NIH HHS R01 CA245139
6 · The paper itself

Abstract

Radiopharmaceutical cocktails have been developed over the years to treat cancer. Cocktails of agents are attractive because 1 radiopharmaceutical is unlikely to have the desired therapeutic effect because of nonuniform uptake by the targeted cells. Therefore, multiple radiopharmaceuticals targeting different receptors on a cell is warranted. However, past implementations in vivo have not met with convincing results because of the absence of optimization strategies. Here we present artificial intelligence (AI) tools housed in a new version of our software platform, MIRDcell V4, that optimize a cocktail of radiopharmaceuticals by minimizing the total disintegrations needed to achieve a given surviving fraction (SF) of tumor cells.

Indexed as

Artificial IntelligenceRadiopharmaceuticalsCell Line, TumorCell SurvivalHumansSoftwareRadiopharmaceuticalsmetastasesradiation physicsradiation therapy planningradiobiology/dosimetryradionuclide therapyradiopharmaceutical therapy

Identifiers

PMID39448267
PMCPMC11619582

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.