Dietary Counseling Improves Patient Outcomes: A Prospective, Randomized, Controlled Trial in Colorectal Cancer Patients Undergoing Radiotherapy
Bibliographic record
Abstract
PURPOSE: To investigate the impact of dietary counseling or nutritional supplements on outcomes in cancer patients: nutritional, morbidity, and quality of life (QoL) during and 3 months after radiotherapy. PATIENTS AND METHODS: A total of 111 colorectal cancer outpatients referred for radiotherapy, stratified by staging, were randomly assigned: group 1 (G1; n = 37), dietary counseling (regular foods); group 2 (G2; n = 37), protein supplements; and group 3 (G3; n = 37), ad libitum intake. Nutritional intake (diet history), status (Ottery's Subjective Global Assessment), and QoL (European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire version 3.0) were evaluated at baseline, at the end, and 3 months after radiotherapy. RESULTS: At radiotherapy completion, energy intake increased in G1/G2 (P < or = .04), G1 more than G2 (P = .001), and decreased in G3 (P < .01). Protein intake increased in G1/G2 (P < or = .007), G1 less than G2 (not significant), and decreased in G3 (P < .01). At 3 months, G1 maintained nutritional intake and G2/G3 returned to baseline. After radiotherapy and at 3 months, rates of anorexia, nausea, vomiting, and diarrhea were higher in G3 (P < .05). At radiotherapy completion, in G1 all QoL function scores improved proportionally to adequate intake or nutritional status (P < .05); whereas in G2 only three of six function scores improved proportionally to protein intake (P = .04), and in G3 all scores worsened (P < .05). At 3 months, G1 patients maintained/improved function, symptoms, and single-item scores (P < .02); in G2, only few function and symptom scales improved (P < .05); in G3, QoL remained as poor as after radiotherapy. In G1/G2, respectively, improvement/deterioration of QoL correlated with better or poorer intake or nutritional status (P < .003). CONCLUSION: During radiotherapy, both interventions positively influenced outcomes; dietary counseling was of similar or higher benefit, whereas even 3 months after RT, it was the only method to sustain a significant impact on patient outcomes.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".