Assessing Feasibility of a Focused Geriatric Assessment in Older Adults with Sickle Cell Disease to Address Functional Risk Factors for Morbidity and Mortality
Bibliographic record
Abstract
Background During the last five decades the life expectancy for people living with sickle cell disease (SCD) has improved markedly, with median survival of 61 years in recent cohorts enrolled from academic centers. Older adults with SCD (defined herein as age ≥ 50 years) make up 13% of the adult population at four major academic medical health systems in North and South Carolina. As this population continues to grow, more data are needed to guide medical management appropriate to their needs, as a lifetime of vaso-occlusion often leads to functional decline and premature development of complications seen in geriatric populations. There are no validated assessment tools and interventions to improve physical function in older adults with SCD. In this study we evaluated the feasibility of a focused geriatric assessment (FGA) for older adults with SCD. Methods Twenty adults with SCD ≥ 50 years old were enrolled in a prospective cohort study. Measures previously validated in the oncology FGA were included and enriched with additional physical and cognitive functional measures. Activity monitoring was performed for 7 days using the Actigraph wT3X-BT, and biomarkers were collected at each study visit (baseline, 10-20 days after a hospitalization [for those who experienced a hospitalization during the study period] and 12-month after baseline). The primary endpoint was the proportion of subjects who complete the assessment. Secondary endpoints were duration of the FGA, proportion who completed the activity monitoring and lab collection, and acceptability. Results Twenty-one of 25 older adults approached for the study consented. Nearly all (20/21, 95%) completed the FGA. One was removed after missed study visits. The median duration of the assessment was 97 minutes (range 73-175 minutes), and there were no adverse events. The mean age was 57 years (range 50-71), 50% (10) were female, 30% (6) were on disability and 50% (10) were working. 45% (9) were former smokers but only 5% (1) were current smokers (Table). On the acceptability survey, 95% (19) reported the length of the assessment as appropriate. 10% (2) subjects reported a portion of the Montreal Cognitive Assessment (MoCA) as difficult. No subject found the questions upsetting, and 2 subjects reported that they would remove redundant questions. All subjects had a Karnofsky Performance Score of at least 80% and were able to complete activities of daily living. A third (35%) had been admitted in the last 6 months, and most (75%) had had severe pain crises at home that limited their activity. 40% (8) had > 4 severe crises at home in the last 6 months. The mean usual gait speed was 1.14 m/sec (range 0.90-1.50) (Figure). Mean Timed Up and Go (TUG) was 10.1 seconds (range 7.7-14.0). Two (10%) subjects had a TUG consistent with increased fall risk (≥ 12 seconds). Mean grip strength of the dominant hand was 39 kg (range 22-54 kg) for males and 25 kg (range 20-34 kg) for females, which is 38% and 43% lower than expected for age and gender. Mean six-minute walk (6MW) was 465m for males and 499m for females, which is 22% and 4% lower than expected for age/gender/height/weight. In the 17 subjects with heart rate recovery (HRR) recorded after 6MW, the mean HRR at 1 minute (HRR1) was 20 bpm (range 0-46). 31% of tested subjects had a HRR1 consistent with impaired HRR (12 bpm or fewer). HRR negatively correlated with age (HRR1 B=-1.1; 95% CI -0.2 - -2; p<0.05). Half of the subjects had mild cognitive impairment (MoCA score < 26). MoCA scores correlated with literacy testing (B= 0.39; 95% CI 0.10-0.68; p=0.02). The first 12 subjects wore the activity monitor 6 days (range 4-8 days) for an average of 15 hours a day. Average activity was sedentary for 7 hours (47%), light 7.5 hours (50%), and moderate 1 hour (7%) per day. There was a median of 7070 steps/day. Conclusions We found FGA to be feasible, acceptable, and safe. The duration of the FGA in our population was 3 times longer than the FGA for oncology. One of our most remarkable findings is that the older adults with SCD in this study have a physical function similar to non-SCD adults over the age of 80. They also demonstrate impaired HRR, an independent predictor of mortality in the elderly. After completion of the 12-month follow-up assessments, we will develop a briefer assessment to be evaluated in a larger study. Future steps will be to determine if FGA can predict outcomes such as risk of hospitalization and mortality and to develop interventions to improve these outcomes. Disclosures Strouse: Global Blood Therapeutics: Consultancy.
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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 | 0.005 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| 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".