Quality of life (QoL) benefits following <sup>177</sup>Lu-DOTATATE therapy in patients (pts) with <sup>68</sup>Ga-DOTATATE PET positive primary site agnostic neuroendocrine tumors (NET).
Bibliographic record
Abstract
e16291 Background: The QoL experience during the 1st year of follow up for 68Ga-DOTATATE PET positive primary site agnostic pts with progressive metastatic NET enrolled in a prospective single arm clinical trial of 177Lu-DOTATATE therapy (OZM 067) is described here. Methods: Pts with progressive NET, Ki67 Index < 30%, adequate organ function & ECOG £2 were eligible. Only pts demonstrating positive disease (Krenning score 3-4) on 68Ga-DOTATATE PET were eligible to proceed to 177Lu-DOTATATE therapy (4 cycles at 8- to 12- week intervals. Primary outcome was progression free survival (PFS) at 12 mths. QoL (EORTC QLQ 30 and GINET21) at baseline, 6, 12, 18, 24, 30 months were recorded. Summary scores at time point of interest, and their change from baseline were estimated using a mixed model repeated measure, with baseline assessment included in the model as covariate. Data were normalized with a range of 0-100. A positive change score for Global Summary Status, Functioning Domains, and a negative change score for Symptom Scales and Items represent improvement. A ≥5 point change score is used as a threshold for Minimal Clinically Important Difference (MCID). Results: 195 pts were enrolled. 13 pts were 68Ga-DOTATATE PET negative while 5 pts withdrew consent. 177 pts received at least one dose of 177Lu-DOTATATE. All pts enrolled were eligible for a minimum of 12 mths follow up at time of data lock. The primary site was GEPNET in 143 (81%) and non GEPNET in 34 (19%). At 12 mths, the median follow-up was 33 (range 3-71) mths. PFS and OS were 81 (95% CI: 75-86)% and 92 (87-95)% respectively. QoL data at the following timepoints baseline, 6 & 12 (±2) mths were available in 174,128 & 111 pts respectively. The top three symptoms captured in EORTC QLQ 30 was Fatigue (32.5 SD 23.8) , Insomnia (26.7 SD 28.1) and Diarrhea (22.1 SD 29.4). At 12 mths, an improvement in mean score of ≥MCID in Global Health status (GHS) (+5.4), Role Fc Scale (+7,1), Social Fc Scale (+8.7) and multiple symptoms (Fatigue, Pain, Appetite, Constipation, Diarrhea, Financial Difficulties), Sexual fc, Social, Body image (Table 1) were captured. Conclusions: Patients with primary site agnostic 68Ga-DOTATATE PET positive NET experienced improvement in multiple quality of life domains including multiple symptoms post 177Lu-DOTATATE at 12 mths. Sexual fc and body image had the largest improvement. Clinical trial information: NCT02743741 . [Table: see text]
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".