Predictors of Quality of Life, Dyspnea, and Walking Distance during 1 Year Follow-up after a First Episode of Pulmonary Embolism: Extended Results of the E.L.O.P.E. Study
Bibliographic record
Abstract
Abstract Background: Most research on prognosis after PE has focused on outcomes such as mortality and PE recurrence, while patient-centered outcomes such as quality of life (QOL), dyspnea and walking capacity have been largely unstudied. To address this knowledge gap, we performed the ELOPE (Evaluation of Longterm Outcomes after PE) study, a prospective, observational, multicenter cohort study of long-term outcomes after acute PE (www.clinicaltrials.gov NCT01174628). Objectives: In this extended analysis of ELOPE data, we assessed clinically meaningful improvement and predictors of change in QOL, dyspnea and walking capacity during the year following PE diagnosis. Methods: Patients aged 18 years or older with a 1st episode of acute PE diagnosed within the previous 10 days screened at 5 Canadian recruiting centers were potentially eligible to participate. Exclusion criteria were subsegmental-only PE, preexisting severe cardiopulmonary comorbidity, previous proximal DVT, contraindication to CT pulmonary angiography, life expectancy <1 year, unable to read questionnaire in English and French or to attend follow-up visits, and unable or unwilling to consent. At baseline, 1, 3, 6 and 12 months after PE, we measured generic QOL (SF-36 PCS and MCS), PE-specific QOL (PEmbQoL), dyspnea (UCSD Shortness of Breath Questionnaire [SOBQ]), and walking capacity (6-minute walk distance (6MWD); not measured at baseline). The proportion of patients who exhibited at least 1 unit of clinically meaningful improvement (CMI) in a given measure from the first assessment to the 1 year assessment was calculated (based on the available literature, at least a 4 point change in PCS and MCS scores, a 5 point change in SOBQ score, and a 30 meter increase in 6MWD represented one unit of CMI). Predictors of change in generic QOL, PE-specific QOL, dyspnea, and 6MWD during follow-up were analyzed by repeated-measures mixed effects models. Results: 984 patients were screened for participation; of these, 150 were eligible and 100 (67%) consented to participate. Mean (SD) age was 50 (15) years, 57% were male, 80% were outpatients and 33% had concomitant DVT. PE was provoked in 21% and unprovoked in 79%; none were cancer-related. Figure shows percent of patients with clinically meaningful improvement during follow-up, compared to the first assessment. Statistically significant independent predictors of worse evolution over time included female sex and percent-predicted VO2 peak <80% on 1 month cardiopulmonary exercise test for all outcomes, prior lung disease and higher pulmonary artery systolic pressure on 10-day echocardiogram for SF-36 PCS and dyspnea outcomes, and higher main pulmonary diameter on baseline CTPA for PEmb-QoL outcome. Modeling results after multiple imputation were similar to those using available data. Conclusions: Most patients showed clinically meaningful improvement in QOL, dyspnea and walking distance during 1 year follow-up. However, a number of clinical and physiological predictors of worse outcome over time were identified. These results provide new information on prognosis after PE. Funding: Canadian Institutes of Health Research (MOP-93627) SF-36 PCS, SF-36 MCS, SOBQ, and 6MWD were measured at Baseline (except 6MWD), 1, 3, 6, and 12 months after acute PE. Figure Clinically meaningful improvement in QOL, dyspnea scores and walking distance during follow-up, compared to the first assessment. Figure. Clinically meaningful improvement in QOL, dyspnea scores and walking distance during follow-up, compared to the first assessment. Disclosures No relevant conflicts of interest to declare.
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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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".