| Literature DB >> 31016897 |
Leocadio Rodriguez-Mañas1, Olga Laosa2, Bruno Vellas3, Giuseppe Paolisso4, Eva Topinkova5, Juan Oliva-Moreno6, Isabelle Bourdel-Marchasson7, Mikel Izquierdo8, Kerry Hood9, Andrej Zeyfang10, Giovanni Gambassi11, Mirko Petrovic12, Tim C Hardman13, Mark J Kelson14, Ivan Bautmans15, Gabor Abellan3, Michelangela Barbieri4, Luz M Peña-Longobardo6, Sophie C Regueme7, Riccardo Calvani11, Stefanie De Buyser12, Alan J Sinclair16.
Abstract
BACKGROUND: Type 2 diabetes, a highly prevalent chronic disease, is associated with increasing frailty and functional decline in older people. We aimed to evaluate the effectiveness of a multimodal intervention on functional performance in frail and pre-frail participants aged ≥70 years with type 2 diabetes mellitus.Entities:
Keywords: Diabetes; Frailty; Functional status; Multimodal intervention; Older people; Pre-frail; Randomized controlled trial
Mesh:
Year: 2019 PMID: 31016897 PMCID: PMC6711410 DOI: 10.1002/jcsm.12432
Source DB: PubMed Journal: J Cachexia Sarcopenia Muscle ISSN: 2190-5991 Impact factor: 12.910
Figure 1The MID‐Frail study diagram. *IG, intervention group. †UCG, usual care group.
Characteristics of the participants at randomization
|
Intervention (IG) |
Usual care (UCG) |
Total | |
|---|---|---|---|
| Male, | 222 (49.2) | 269 (52.4) | 491 (50.9) |
| Age, mean (SD) [ | 78.4 (5.58) [451] | 77.6 (5.29) [513] | 78.0 (5.44) [964] |
| Number of years in education, mean (SD) [ | 9.5 (4.44) [448] | 10.4 (5.00) [508] | 10.0 (4.76) [956] |
| Weight, mean (SD) [ | 77.6 (14.95) [450] | 79.5 (15.79) [513] | 78.6 (15.43) [963] |
| Height, mean (SD) [ | 1.6 (0.10) [447] | 1.6 (0.10) [506] | 1.6 (0.10) [953] |
| BMI, mean (SD) [ | 29.3 (4.96) [447] | 29.8 (4.96) [506] | 29.6 (4.96) [953] |
| Frail, | 170 (33.1) | 194 (43.0) | 364 (37.8) |
| Race, | |||
| White Caucasian | 482 (94.0) | 400 (88.7) | 882 (91.5) |
| Latino Hispanic | 15 (2.9) | 46 (10.2) | 61 (6.3) |
| Other | 16 (3.2) | 5 (1.1) | 21 (2.1) |
| Previous symptomatic hypoglycaemia? Yes, | 40 (11.4) | 50 (10.2) | 90 (10.7) |
| Age at diagnosis, mean (SD) [ | 62.9 (12.97) [330] | 59.6 (16.26) [474] | 61.0 (15.07) [804] |
| Years since diagnosis, mean (SD) [ | 15.1 (12.15) [330] | 18.1 (15.83) [474] | 16.9 (14.49) [804] |
| Heart rate, mean (SD) [ | 73.2 (11.04) [448] | 73.4 (11.29) [511] | 73.3 (11.17) [959] |
| Systolic blood pressure, mean (SD) [ | 140.6 (18.37) [447] | 139.5 (19.00) [509] | 140.0 (18.71) [956] |
| Diastolic blood pressure, mean (SD) [ | 74.6 (10.09) [447] | 75.9 (12.15) [509] | 75.3 (11.25) [956] |
| Glycated haemoglobin %, mean (SD) [ | 7.21 (1.23) [400] | 7.33 (1.18) [485] | 7.28 (1.21) [885] |
| Co‐morbidities, | |||
| Hypertension | 385 (85.4) | 453 (88.3) | 838 (86.9) |
| Stroke/TIA | 55 (12.2) | 77 (15.0) | 132 (13.7) |
| Cancer | 49 (10.9) | 78 (15.2) | 127 (13.2) |
| Hip fracture | 16 (3.5) | 20 (3.9) | 36 (3.7) |
| Osteoporosis | 67 (14.9) | 72 (14.0) | 139 (14.4) |
| Parkinson's disease | 15 (3.3) | 15 (2.9) | 30 (3.1) |
| Asthma/COPD | 56 (12.4) | 80 (15.6) | 136 (14.1) |
| CHF | 41 (9.1) | 41 (8.0) | 82 (8.5) |
| OA/RA | 140 (31.0) | 127 (24.8) | 267 (27.7) |
BMI, body mass index; CHF, congestive heart failure; COPD, chronic obstructive pulmonary disease; OA/RA, osteoarthritis/rheumatoid arthritis; TIA, transient ischaemic attack.
Functional and cognitive status of the participants at randomization
| Intervention (IG) | Usual care (UCG) | Total | |
|---|---|---|---|
| SPPB, mean (SD) [ | 8.2 (2.61) [353] | 8.6 (2.65) [491] | 8.4 (2.64) [844] |
| Barthel, mean (SD) [ | 96.3 (7.03) [353] | 95.7 (7.57) [491] | 96.0 (7.35) [844] |
| IADL, mean (SD) [ | 7.1 (1.53) [353] | 6.8 (1.76) [491] | 6.9 (1.67) [844] |
| MMSE, mean (SD) [ | 26.9 (2.96) [451] | 26.9 (3.18) [513] | 26.9 (3.08) [964] |
IADL, instrumental activities of daily living; MMSE, Mini‐Mental State Examination; SPPB, Short Physical Performance Battery.
Result of analysis of the primary outcome (SPPB) and sensitivity analyses.
|
Baseline |
1 year | Unadjusted mean difference (1 year follow‐up—baseline) (95% CI) | Adjusted |
| ICC | |
|---|---|---|---|---|---|---|
| Primary analysis | ||||||
| Usual care ( | 8.83 (8.58 to 9.09) | 8.71 (8.41 to 9.01) | 0.66 (0.22 to 1.1) | 0.85 (0.44 to 1.26) | <0.001 | 0.066 |
| Intervention ( | 8.55 (8.22 to 8.87) | 9.37 (9.04 to 9.70) | ||||
| Sensitivity analysis A | ||||||
| Usual care ( | 8.62 (8.39 to 8.86) | 8.32 (8.02 to 8.62) | 0.46 (0.42 to 0.50) | 0.83 (0.58 to 1.11) | 0.003 | 0.062 |
| Intervention ( | 8.19 (7.91 to 8.46) | 8.78 (8.44 to 9.12) | ||||
| Sensitivity analysis B | ||||||
| Usual care ( | 8.58 (8.35 to 8.81) | 8.30 (8.00 to 8.59) | 0.39 (0.34 to 0.43) | 0.81 (0.51 to 1.11) | 0.003 | 0.040 |
| Intervention ( | 8.07 (7.81 to 8.32) | 8.69 (8.37 to 9.00) |
ICC, interclass correlation coefficient.
Adjusted for baseline SPPB, age, gender, frailty, co‐morbidities, and clustering by site.
Changes in SPPB along the follow‐up visits
|
Baseline |
Follow‐up | Unadjusted mean difference (95% CI) | Adjusted |
| ICC | ||
|---|---|---|---|---|---|---|---|
| SPPB at 10 weeks | Usual care ( | 8.65 (8.41 to 8.90) | 8.90 (8.65 to 9.15) | 0.26 (−0.12 to 0.63) | 0.37 (0.04 to 0.68) | 0.030 | 0.083 |
| Intervention ( | 8.45 (8.14 to 8.75) | 9.16 (8.88 to 9.44) | |||||
| SPPB at 18 weeks | Usual care ( | 8.76 (8.51 to 9.01) | 9.02 (8.76 to 9.27) | 0.30 (−0.09 to 0.68) | 0.35 (−0.09 to 0.77) | 0.120 | 0.168 |
| Intervention ( | 8.47 (8.16 to 8.77) | 9.31 (9.02 to 9.60) | |||||
| SPPB at 26 weeks | Usual care ( | 8.78 (8.53 to 9.04) | 8.98 (8.72 to 9.25) | 0.53 (0.13 to 0.93) | 0.55 (0.11 to 0.98) | 0.020 | 0.164 |
| Intervention ( | 8.57 (8.25 to 8.90) | 9.51 (9.21 to 9.81) |
ICC, interclass correlation coefficient.
Adjusted for baseline SPPB, age, gender, frailty, co‐morbidities and clustering by site.
Effect of intervention on the secondary outcomes
| Baseline Mean, (95% CI) | 1 year Mean, 95% CI | Unadjusted mean difference (95% CI) | Adjusted |
| ICC | ||
|---|---|---|---|---|---|---|---|
| IADL | Usual care ( | 6.89 (6.72 to 7.06) | 6.75 (6.56 to 6.93) | 0.20 (−0.08 to 0.49) | 0.00 (−0.27 to 0.28) | 0.974 | 0.12 |
| Intervention ( | 7.09 (6.89 to 7.29) | 6.95 (6.73 to 7.17) | |||||
| Barthel | Usual care ( | 95.95 (95.20 to 96.70) | 94.91 (93.80 to 96.02) | 1.23 (−0.24 to 2.70) | 0.39 (−1.84 to 2.56) | 0.729 | 0.19 |
| Intervention ( | 96.20 (95.25 to 97.16) | 96.14 (95.17 to 97.11) | |||||
| EQ‐5D‐5 L | Usual care ( | 0.76 (0.73 to 0.78) | 0.74 (0.72 to 0.77) | 0.07 (0.03 to 0.11) | 0.04 (−0.01 to 0.08) | 0.086 | 0.14 |
| Intervention ( | 0.80 (0.78 to 0.83) | 0.81 (0.79 to 0.84) | |||||
| MCSI | Usual care ( | 21.25 (16.68 to 25.82) | 21.92 (18.99 to 24.84) | −2.46 (−6.16 to 1.24) | −1.63 (−4.78 to 1.52) | 0.436 | <0.01 |
| Intervention ( | 19.64 (17.44 to 21.84) | 19.45 (16.92 to 21.99) | |||||
| % ( | Unadjusted difference (intervention—usual care) (95% CI) | ||||||
| Episodes of symptomatic hypoglycaemia | Usual care ( |
26.9% (104) | −4.3% (−11.5 to 3.0%) | ||||
| Intervention ( |
22.7% (54) | ||||||
| Episodes of hospitalization | Usual care ( |
16.8% (65) | −4.2% (−10.2 to 1.7%) | ||||
| Intervention ( |
12.6% (30) | ||||||
| Permanent institutional | Usual care ( |
5.8% (25) | 1.5% (5.6% to −2.6%) | ||||
| Intervention ( |
7.3% (20) | ||||||
| Death | Usual care ( |
3.2% ( | −0.4% (0 to −0.85%) | ||||
| Intervention ( |
2.8% ( | ||||||
The multi‐level models for the binary outcomes (episodes of hypoglycaemia, hospitalization, permanent institutionalization, and death) failed to converge, and so the unadjusted differences are presented.
EQ‐5D‐5L, European Quality of Life‐5 Dimensions‐5 Levels; MCSI, Modified Caregiver Strain Index.
Adjusted for baseline measure, age, gender, frailty, co‐morbidities, and clustering by site.
Interclass correlation coefficient. The ICC for this logistic regression was calculated setting the residual variance to (pi^2)/3.
Cost‐effectiveness analysis
| ΔCosts (EUR 2016) | Incremental ratio (intervention vs. usual care) | |
|---|---|---|
| Base case | −428.02 | Intervention dominates control |
| Sensitivity analysis | ||
| Optimized the mean number of patients participating in the programme (20 individuals per centre) | −478.64 | Intervention dominates control |
| Machinery amortization period (2 years) | −373.71 | Intervention dominates control |
| No machinery location costs | −492.55 | Intervention dominates control |
| +10% primary care costs only in the intervention group | −377.04 | Intervention dominates control |
| +10% specialists costs only in the intervention group | −404.08 | Intervention dominates control |
| +10% medical tests costs only in the intervention group | −413.66 | Intervention dominates control |
| +10% hospitalization costs only in the intervention group | −373.23 | Intervention dominates control |
| +10% health care costs only in the intervention group | −250.88 | Intervention dominates control |
| +20% health care costs only in the intervention group | −73.74 | Intervention dominates control |
Base case (principal analysis) and sensitivity according to different scenarios.
Mean annual direct health care cost by group during the follow‐up period (EUR 2016 per patient)
|
Intervention Group ( |
Usual clinical practice ( | |
|---|---|---|
| Intervention costs | 331.75 (127.75) | 0 |
| Primary care visits | 506.14 (1698.07) | 611.50 (1832.78) |
| GP | 122.58 (128.08) | 153.57 (180.86) |
| Nursing | 322.03 (1617.85) | 385.72 (1721.00) |
| Emergencies | 60.42 (154.28) | 69.94 (238.33) |
| Medical visits to specialists | 244.73 (275.51) | 265.68 (316.56) |
| Geriatrician | 49.94 (109.42) | 63.49 (132.27) |
| Ophthalmologist | 37.31 (74.46) | 32.90 (83.66) |
| Physiotherapist | 23.96 (125.43) | 26.99 (71.87) |
| Endocrinologist | 12.73 (34.93) | 26.92 (71.8) |
| Podiatrist | 19.10 (62.88) | 17.31 (55.30) |
| Cardiologist | 22.05 (38.72) | 19.96 (46.09) |
| Medical tests/examinations | 142.69 (201.15) | 140.84 (179.58) |
| Laboratory blood tests | 77.83 (111.88) | 73.65 (81.31) |
| Echocardiography | 15.01 (33.61) | 8.03 (24.62) |
| Hospitalizations | 540.93 (2113.08) | 1176.75 (3736.92) |
| Total direct health care costs | 1766.25 (3159.89) | 2194.78 (4914.18) |
GP, general practitioner.
P < 0.05.
Figure 2The ICER considering direct health care costs (EUR 2016) and differences on SPPB.