| Literature DB >> 35072027 |
Jeremy Kobulnik1,2,3, Irene-Yanran Wang2, Chaim Bell2,4, Yasbanoo Moayedi1,3, Nga Truong2,5, Samir Sinha2,4,5.
Abstract
BACKGROUND: Heart failure (HF) affects many patients who are older and frail, presenting multiple physical barriers to accessing specialty care in a traditional ambulatory clinic model. Here, we present an assisted virtual care model in which a home visiting nurse facilitated video visits with a HF cardiologist to follow homebound, frail, and older patients with HF.Entities:
Year: 2021 PMID: 35072027 PMCID: PMC8767131 DOI: 10.1016/j.cjco.2021.08.015
Source DB: PubMed Journal: CJC Open ISSN: 2589-790X
Figure 1Cardiology virtual visit flow chart.
Patient characteristics at enrollment
| Characteristics | Overall (N = 49) | HFrEF (n = 16) | HFmEF (n = 5) | HFpEF (n = 28) |
|---|---|---|---|---|
| Age, y | 86 (83-93) | 86 (81-93) | 95 (83-95) | 87 (84-90) |
| Sex (female) | 28 (57.1) | 5 (31.2) | 3 (60.0) | 20 (71.4) |
| Living alone | 15 (30.6) | 6 (37.5) | 2 (40.0) | 7 (25.0) |
| LVEF, % | 50.7 ± 17.5 | 29.6 ± 8.1 | 46.1 ± 3.5 | 63.5 ± 8.3 |
| NYHA class | ||||
| II | 2 (4.1) | 0 (0.0) | 0 (0.0) | 2 (7.1) |
| III | 42 (85.7) | 13 (81.3) | 5 (100.0) | 24 (85.7) |
| IV | 5 (10.2) | 3 (18.8) | 0 (0.0) | 2 (7.1) |
| Cardiac biomarker | ||||
| NT-proBNP, pmol/L, mean ± SD | 704.7 ± 935.0 | 962.4 ± 1117.1 | 883.3 ± 733.6 | 539.4 ± 844.0 |
| NT-proBNP, pmol/L, median (IQR) | 410.0 (207.0–601.0) | 504.0 (416.8–997.0) | 580.0 (465.0–1150.0) | 248.0 (179.0–535.0) |
| Clinical and cardiovascular risk factors | ||||
| Hypertension | 39 (79.6) | 12 (75.0) | 5 (100.0) | 22 (78.6) |
| Coronary artery disease/ischemic heart disease | 26 (53.1) | 9 (56.3) | 3 (60.0) | 14 (50.0) |
| Stroke/transient ischemic attack history | 18 (36.7) | 8 (50.0) | 2 (40.0) | 8 (28.6) |
| Atrial fibrillation | 36 (73.5) | 12 (75.0) | 4 (80.0) | 20 (71.4) |
| Chronic kidney disease | 17 (34.7) | 6 (37.5) | 2 (40.0) | 9 (32.1) |
| Diabetes mellitus | 21 (42.9) | 7 (43.8) | 3 (60.0) | 11 (39.3) |
| Chronic obstructive pulmonary disease | 5 (10.2) | 2 (12.5) | 0 (0.0) | 3 (10.7) |
| Asthma | 3 (6.1) | 2 (12.5) | 0 (0.0) | 1 (3.6) |
| Cognitive impairment | 13 (26.5) | 5 (31.3) | 2 (40.0) | 6 (21.4) |
| Dementia | 10 (20.4) | 4 (25.0) | 2 (40.0) | 4 (14.3) |
| Vital signs | ||||
| SBP, mm Hg | 118.4 ± 17.9 | 118.9 ± 15.4 | 110.0 ± 12.0 | 119.7 ± 20.0 |
| DBP, mm Hg | 59.3 ± 10.0 | 61.0 ± 11.7 | 52.4 ± 9.1 | 59.6 ± 8.8 |
| Pulse, bpm | 69.5 ± 11.9 | 70.4 ± 9.8 | 71.0 ± 18.6 | 68.8 ± 12.1 |
| Weight, kg | 65.8 ± 14.3 | 63.1 ± 14.0 | 56.7 ± 10.2 | 69.0 ± 14.4 |
| Laboratory measurements | ||||
| Sodium, mmol/L | 139.7 ± 3.5 | 139.6 ± 3.2 | 140.4 ± 3.7 | 139.7 ± 3.7 |
| Potassium, mmol/L | 4.3 ± 0.5 | 4.4 ± 0.6 | 4.0 ± 0.5 | 4.2 ± 0.5 |
| Creatinine, μmol/L | 134.9 ± 73.3 | 136.9 ± 66.5 | 193.2 ± 171.4 | 123.3 ± 44.3 |
| Medication use | ||||
| β-blocker | 34 (69.4) | 12 (75.0) | 4 (80.0) | 18 (64.3) |
| ACE-I/ARB/ARN-I | 25 (51.0) | 9 (56.3) | 2 (40.0) | 14 (50.0) |
| Mineralocorticoid receptor antagonist | 11 (22.4) | 3 (18.8) | 1 (20.0) | 7 (25.0) |
| Hydralazine/nitrate | 5 (10.2) | 3 (18.8) | 1 (20.0) | 1 (3.6) |
| Diuretics | 49 (100.0) | 16 (100.0) | 5 (100.0)) | 28 (100.0) |
| Digoxin | 8 (16.3) | 6 (37.5) | 0 (0.0) | 2 (7.1) |
| Aspirin | 10 (20.4) | 4 (25.0) | 2 (40.0) | 4 (14.3) |
| Oral anticoagulation | 30 (61.2) | 11 (68.8) | 2 (40.0) | 17 (60.7) |
| Calcium-channel blocker | 19 (38.8) | 4 (25.0) | 2 (40.0) | 13 (46.4) |
| Statin | 32 (65.3) | 11 (68.8) | 3 (60.0) | 18 (64.3) |
| Risk scores | ||||
| MAGGIC risk score | 31.4 ± 4.8 | 33.6 ± 6.3 | 32.4 ± 1.3 | 30.0 ± 3.7 |
| Risk of dying within 1 y, % | 29.3 ± 12.5 | 35.3 ± 18.1 | 30.2 ± 3.2 | 25.6 ± 7.8 |
| Risk of dying within 3 y, % | 56.8 ± 14.3 | 62.9 ± 18.0 | 60.4 ± 4.6 | 52.6 ± 11.8 |
| Frailty Index | 0.43 ± 0.12 | 0.44 ± 0.12 | 0.42 ± 0.14 | 0.44 ± 0.12 |
Values are n (%), median (interquartile range), or mean ± standard deviation. LVEF cutoffs: HFmEF 41%-49%; LVEF ≤ 40% was classified as HFrEF; LVEF ≥ 50% was classified as HFpEF.
ACE, angiotensin-converting enzyme; ARB, angiotensin receptor blocker; ARN-I, angiotensin receptor-neprilysin inhibitor; bpm, beats per minute; DBP, diastolic blood pressure; HF, heart failure; HFmEF, HF with a mid-range ejection fraction; HFpEF, HF with preserved ejection fraction; HFrEF, HF with reduced ejection fraction; LVEF, left ventricular ejection fraction; MAGGIC, Meta-Analysis Global Group in Chronic Heart Failure; NT-proBNP, N-terminal pro-hormone brain natriuretic peptide; NYHA, New York Heart Association; SBP, systolic blood pressure.
Sample size is smaller due to data incompleteness.
Frailty Index (FI) is an 11-item scale constructed from the 70-item instrument CHSA-FI (Canadian Study of Health and Aging) according to the “accumulating deficit” concept in measuring frailty. FI is the ratio of the number of present items to the total number of items assessed; each item was given equal weight in the scoring of the FI. FI has been applied to the national database and shown to correlate with postoperative mortality and morbidity across all surgical specialties. In this large study, postoperative mortality markedly increased once the FI exceeded 0.36.
Cardiology virtual visit–related performance measures
| Performance metrics | Frequency |
|---|---|
| Clinical evaluations | |
| Jugular venous pressure assessable, % | 90.00 ± 0.19 |
| Bloodwork surveillance, d | 17.03 ± 14.14 |
| Medical therapy | |
| Cardiac medication adjustment, % | 56.95 ± 0.28 |
| Diuretics adjustment, % | 44.45 ± 0.27 |
| Process measures | |
| Average follow-up interval, d | 51.66 ± 37.15 |
| Average virtual visits per patient, n | 6.94 ± 4.38 |
Frequencies of performance metrics indicate the mean (± standard deviation), for encounters during which the corresponding activities were performed.
Figure 2Total mortality-adjusted diuretic dose changes for 1 year before vs after enrollment were compared. Thiazide diuretic adjustment occurred more frequently after enrollment. (∗P < 0.05; ∗∗P < 0.01).
Hospitalization, hospital days, emergency department visits 1 year before and 1 year after enrollment in the telemedicine program
| Outcome | Overall (N = 49) | HFpEF (n = 28) | HFrEF (n = 16) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Pre | Post | Pre | Post | Pre | Post | ||||
| Unadjusted | |||||||||
| Mean (SD) | 1.63 (1.64) | 0.35 (0.56) | < 0.0001 | 1.61 (1.97) | 0.39 (0.57) | 0.002 | 1.63 (1.15) | 0.25 (0.45) | 0.001 |
| Median (IQR) | 1 (1–2) | 0 (0–1) | 1 (0–2) | 0 (0–1) | 1 (1–2) | 0 (0–0.25) | |||
| Adjusted | |||||||||
| Mean (SD) | 1.63 (1.64) | 0.81 (2.44) | < 0.0001 | 1.61 (1.97) | 0.59 (0.87) | 0.023 | 1.63 (1.15) | 1.32 (4.13) | 0.007 |
| Median (IQR) | 1 (1–2) | 0 (0–1) | 1 (0–2) | 0 (0–1.06) | 1 (1–2) | 0 (0–0.25) | |||
| Unadjusted | |||||||||
| Mean (SD) | 2.57 (1.96) | 0.82 (1.05) | < 0.0001 | 2.43 (2.13) | 0.89 (1.17) | < 0.0001 | 2.63 (1.59) | 0.75 (0.93) | 0.002 |
| Median (IQR) | 2 (1–4) | 0 (0–1) | 2 (1–3) | 0.5 (0–1.25) | 2.5 (1–4) | 0.5 (0–1) | |||
| Adjusted | |||||||||
| Mean (SD) | 2.57 (1.96) | 1.79 (3.77) | < 0.0001 | 2.43 (2.13) | 1.84 (3.91) | 0.031 | 2.63 (1.59) | 1.82 (4.07) | 0.018 |
| Median (IQR) | 2 (1–4) | 0 (0–2) | 2 (1–3) | 0.5 (0–2) | 2.5 (1–4) | 0.5 (0–2) | |||
| Unadjusted | |||||||||
| Mean (SD) | 27.16 (33.21) | 8.82 (16.21) | < 0.0001 | 27.11 (38.43) | 9.43 (17.52) | < 0.0001 | 26.75 (28.01) | 7.06 (14.31) | 0.002 |
| Median (IQR) | 18 (7–36) | 0 (0–8) | 15 (6–27.5) | 1 (0–5.75) | 19 (12.25–34.5) | 0.5 (0–6) | |||
| Adjusted | |||||||||
| Mean (SD) | 27.16 (33.21) | 21.40 (51.14) | < 0.0001 | 27.11 (38.43) | 17.4 (36.8) | 0.012 | 26.75 (28.01) | 22.05 (62.12) | 0.007 |
| Median (IQR) | 18 (7–36) | 0 (0–12) | 15 (6–27.5) | 1 (0–12.54) | 19 (12.25–34.5) | 0.5 (0–10.50) | |||
| Unadjusted | |||||||||
| Mean (SD) | 3.10 (2.82) | 1.33 (1.77) | < 0.0001 | 2.82 (2.52) | 1.57 (2.04) | 0.001 | 3.56 (3.37) | 1 (1.21) | 0.01 |
| Median (IQR) | 2 (1–4) | 1 (0–2) | 2 (1–3.25) | 1 (0–2) | 3 (1.75–4.25) | 1 (0–1.25) | |||
| Adjusted | |||||||||
| Mean (SD) | 3.10 (2.82) | 2.27 (3.58) | 0.003 | 2.82 (2.52) | 2.47 (3.55) | 0.042 | 3.56 (3.37) | 2.07 (4.07) | 0.073 |
| Median (IQR) | 2 (1–4) | 1 (0–2.5) | 2 (1–3.25) | 1.22 (0–2.60) | 3 (1.75–4.25) | 1 (0–2.13) | |||
Post-enrollment (Post) results are presented as both nonadjusted and mortality-adjusted annual rate. Mortality-adjusted annual rate is defined as the number of events (hospitalization, hospital days, emergency department [ED] visits) multiplied by 365/days followed after enrollment. Statistical analysis was not conducted for the heart failure with mid-range ejection fraction group, owing to small sample size (n = 5). There was no statistically significant difference in the reduction in hospitalization, hospital days, or ED visits between subgroups of heart failure (HFpEF, HFrEF).
IQR, interquartile range; HFpEF, heart failure with preserved ejection fraction; HFrEF, heart failure with reducted ejection fraction; Pre, pre-enrollment; SD, standard deviation.
Figure 3Mortality-adjusted all-cause hospitalizations 1 year before (pre) and 1 year after (post) enrollment, by patient. Of the 49 patients, 37 had fewer mortality-adjusted all-cause hospitalizations in the year after enrollment compared with the year prior to enrollment, whereas 6 of the 49 patients had more all-cause mortality-adjusted admissions 1 year after enrollment compared to 1 year prior to enrollment. An overlapping diamond and square indicates no change.
Figure 4Mortality-adjusted all-cause hospitalization days 1 year before (pre) and 1 year after (post) enrollment, by patient. Of the 49 patients, 40 had fewer mortality-adjusted days in the hospital after enrollment compared to prior to enrollment, whereas 6 of the 49 patients had more mortality-adjusted days in the hospital after enrollment compared to prior to enrollment. An overlapping diamond and square indicates no change.