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Record W4297939909 · doi:10.1016/j.adro.2022.101066

Low-Dose Hemibody Radiation, a Treatment Option for Recurrent Prostate Cancer: A Phase 2 Single-Arm Trial

2022· article· en· W4297939909 on OpenAlexaff
Ian S. Dayes, Allison Kennedy, Sameer Parpia, Christopher Thome, Sujeenthar Tharmalingam, Jennifer A. Lemon, Dawn M. E. Bowdish, Douglas R. Boreham

Bibliographic record

VenueAdvances in Radiation Oncology · 2022
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Diagnosis and Treatment
Canadian institutionsNOSM UniversityMcMaster University Medical CentreMcMaster UniversityJuravinski Cancer Centre
Fundersnot available
KeywordsMedicineProstate cancerAdverse effectRadiation therapyRegimenOncologyInternal medicineDosingCancerUrology

Abstract

fetched live from OpenAlex

Purpose Nontargeted low-dose ionizing radiation has been proposed as a cancer therapeutic for several decades; however, questions remain about the duration of hematological changes and optimal dosing regimen. Early studies delivering fractionated low doses of radiation to patients with cancer used varying doses and schedules, which make it difficult to standardize a successful dose and scheduling system for widespread use. The aim of this phase 2 two-stage trial was to determine whether low-dose radiation therapy (LD-RT) reduced prostate-specific antigen (PSA) in patients with recurrent prostate cancer in efforts to delay initiation of conventional therapies that are known to decrease quality of life. The primary study outcome was reduction in PSA levels by at least 50%. Methods and Materials Sixteen patients with recurrent prostate cancer were recruited and received 2 doses of 150 mGy of nontargeted radiation per week, for 5 consecutive weeks, with 15 participants completing the study. Results A maximal response of 40.5% decrease in PSA at 3 months was observed. A total of 8 participants remained off any additional interventions, of whom 3 had minor fluctuations in PSA for at least 1 year after treatment. The most common adverse event reported was mild fatigue during active treatment (n = 4), which did not persist in the follow-up period. No participants withdrew due to safety concerns or hematological abnormalities (ie, platelet ≤50 × 10 9 /L, leukocyte ≤3 × 10 9 /L, granulocyte ≤2 × 10 9 /L). Conclusions Our study did not meet the primary objective; however, LD-RT may be a potential therapy for some patients with recurrent prostate cancer by stalling rising PSA. This study also demonstrates that low-dose radiation is well tolerated by participants with minimal toxicities and no change in quality of life.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0070.001

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 head0.030
GPT teacher head0.408
Teacher spread0.378 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNon-randomized trial
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
Published2022
Admission routes1
Has abstractyes

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