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Record W4416734755 · doi:10.1002/acm2.70394

A feasibility study of sexual organ‐dose sparing volumetric modulated arc therapy in female low rectal cancer patients treated with three‐dimensional conformal radiation therapy

2025· article· en· W4416734755 on OpenAlexaff
Margaret Downes, Victoria Olsen, André Williams, R. Sheu, Maria Thor, Lucy Greenwald, V.A. Dumane, Kristin Hsieh, Ayesha Ali, Orly Morgan, Michael Buckstein, Deborah Marshall

Bibliographic record

VenueJournal of Applied Clinical Medical Physics · 2025
Typearticle
Languageen
FieldPhysics and Astronomy
TopicAdvanced Radiotherapy Techniques
Canadian institutionsUniversity of Toronto
FundersNational Center for Advancing Translational SciencesNational Cancer Institute
KeywordsColorectal cancerRadiation therapyRectumClinical significanceRadiation doseCancer

Abstract

fetched live from OpenAlex

BACKGROUND: Sexual dysfunction is a significant toxicity of pelvic radiation therapy (RT) for female rectal cancer patients and may be more common with intensity-modulated techniques compared to three-dimensional conformal radiation therapy (3D-CRT). However, limited research has evaluated dose sparing of female sexual organs at risk (OARs), particularly erectile tissues that are critical for sexual function. PURPOSE: This feasibility study aimed to demonstrate the practicality of contouring and sparing female sexual OARs in rectal cancer RT by generating sexual organ-sparing volumetric modulated arc therapy (SO-VMAT) plans from a small 3D-CRT cohort and comparing dose distributions to guide future planning. METHODS: Nine female patients with low rectal adenocarcinoma treated with concurrent chemoradiation using 3D-CRT were retrospectively analyzed. Sexual OARs (bulboclitoris, external genitalia, and vagina) were contoured and incorporated into replanned SO-VMAT plans. Institutional dose-volume constraints were applied for standard OARs and planning target volumes (PTVs). SO-VMAT and 3D-CRT plans were normalized to equal PTV coverage, and dose-volume metrics were compared using Wilcoxon signed-rank tests. RESULTS: Contouring and sparing of female sexual OARs was feasible in all cases. Compared to 3D-CRT, SO-VMAT reduced radiation doses to sexual OARs. For the bulboclitoris, SO-VMAT lowered V3000cGy and V4000cGy (both p = 0.02). For the external genitalia, SO-VMAT reduced maximum and mean dose (both p = 0.02) as well as V1000cGy (p = 0.004) and V2000cGy (p = 0.01). Vaginal sparing was observed at V4000cGy (p = 0.03). SO-VMAT provided significant bladder sparing, whereas bowel and femoral head doses remained comparable. Target coverage remained equivalent between techniques. CONCLUSION: This study demonstrates that female sexual OARs can be systematically contoured and effectively spared during rectal cancer RT using SO-VMAT. Compared with 3D-CRT, SO-VMAT achieved meaningful dose reductions while maintaining target coverage. These preliminary findings support multi-institutional studies with patient-reported outcomes to validate clinical relevance and guide integration of female sexual OARs into treatment planning.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.272
Threshold uncertainty score0.770

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.028
GPT teacher head0.351
Teacher spread0.323 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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