| Literature DB >> 33727741 |
Tomonobu Takikawa1, Takuya Sumi2, Kunihiko Takahara3, Shiou Ohguchi3, Mitsutoshi Oguri3, Hideki Ishii1,4, Toyoaki Murohara1.
Abstract
This study aimed to evaluate the impact of serial changes in nutritional status on 1-year events including all-cause mortality or rehospitalization owing to heart failure (HF) among hospitalized patients with acute decompensated HF (ADHF). The study subjects comprised 253 hospitalized patients with ADHF. The controlling nutritional status (CONUT) score was assessed both at hospital admission and discharge. The subjects were divided into three groups according to nutritional status using CONUT score: normal (0 and 1), mild risk (2-4), and moderate to severe risk defined as malnutrition (5-12). We observed nutritional status was improved or not. The incidence of malnutrition was 30.4% at hospital admission and 23.7% at discharge, respectively. Malnutrition was independently associated with 1-year events among hospitalized patients with ADHF. Presence or absence of improvement in nutritional status was significantly associated with 1-year events (P < 0.05), that was independent of percentage change in plasma volume in multivariate Cox regression analyses. We determined a reference model, including gender and estimated glomerular filtration rate, using multivariate logistic regression analysis (P < 0.05). Adding the absence of improvement in nutritional status during hospitalization to the reference model significantly improved both NRI and IDI (0.563, P < 0.001 and 0.039, P = 0.001). Furthermore, malnutrition at hospital discharge significantly improved NRI (0.256, P = 0.036) In conclusion, serial changes in the nutritional status evaluated on the basis of multiple measurements may provide more useful information to predict 1-year events than single measurement at hospital admission or discharge in hospitalized patients with ADHF.Entities:
Keywords: CONUT score; acute heart failure; multipoint; nutritional assessment
Year: 2021 PMID: 33727741 PMCID: PMC7938087 DOI: 10.18999/nagjms.83.1.93
Source DB: PubMed Journal: Nagoya J Med Sci ISSN: 0027-7622 Impact factor: 1.131
Fig. 1Definition of change in nutritional status
The CONUT scores were assessed at both hospital admission and discharge. The study subjects were divided into three groups according to the CONUT score as follows: normal (0 and 1), mild risk (2–4), and moderate to severe risk defined as malnutrition (5–12). We observed the presence or absence of improvement in nutritional status. CONUT, controlling nutritional status.
Characteristics of study subjects
| Parameter | All | Presence of improvement in nutritional status | Absence of improvement in nutritional status | |
| Number of subjects | 253 | 122 | 131 | |
| Age (years) | 78.0 (70.0–86.0) | 79.0 (68.6–86.0) | 78.0 (71.0–85.0) | 0.543 |
| Male gender (%) | 136 (53.8) | 65 (53.8) | 71 (54.2) | 0.883 |
| BMI (kg/m2) | 22.4 (20.2–25.4) | 22.4 (20.3–24.6) | 22.7 (20.0–25.6) | 0.698 |
| Current or former smoking (%) | 112 (44.3) | 49 (40.2) | 63 (48.1) | 0.204 |
| SBP (mmHg) | 162 (133–189) | 168 (133–198) | 153 (131–184) | 0.081 |
| DBP (mmHg) | 92 (75–109) | 96 (77–109) | 87 (72–108) | 0.127 |
| HR (beat per minute) | 103 (88–125) | 106 (88–127) | 101 (86–120) | 0.237 |
| Etiology (%) | ||||
| Ischemic heart disease | 89 (35.2) | 43 (35.3) | 46 (35.1) | 0.983 |
| Valvular heart disease | 27 (10.7) | 11 (9.0) | 16 (12.2) | 0.409 |
| Cardiomyopathy | 24 (9.5) | 10 (8.2) | 14 (10.7) | 0.498 |
| Hypertension | 55 (21.7) | 25 (20.5) | 30 (22.9) | 0.642 |
| Arrhythmia | 32 (12.7) | 17 (13.9) | 15 (11.5) | 0.553 |
| Others or undefined | 26 (10.2) | 16 (13.1) | 10 (7.6) | 0.150 |
| Comorbidities, n (%) | ||||
| Hypertension | 179 (70.8) | 88 (72.1) | 91 (69.5) | 0.641 |
| Diabetes Mellitus | 102 (40.3) | 51 (41.8) | 51 (38.9) | 0.642 |
| Stroke or TIA | 43 (17.0) | 15 (12.3) | 28 (21.4) | 0.053 |
| Atrial fibrillation or atrial flutter | 63 (24.9) | 35 (28.7) | 28 (21.4) | 0.179 |
| COPD or Asthma | 9 (3.6) | 3 (2.5) | 6 (4.6) | 0.358 |
| Previous MI | 52 (20.6) | 24 (19.7) | 28 (21.4) | 0.738 |
| Dyslipidemia | 62 (24.5) | 32 (26.2) | 30 (22.9) | 0.539 |
| Pacemaker implantation | 10 (4.0) | 5 (4.1) | 5 (3.8) | 0.909 |
| Arrival by ambulance, n (%) | 137 (9.0) | 72 (59.0) | 65 (49.6) | 0.134 |
| Initial evaluation | ||||
| NHYA classification at admission, n (%) | ||||
| II | 9 (3.6) | 6 (4.9) | 3 (2.3) | 0.256 |
| III | 67 (26.4) | 29 (23.8) | 38 (29.0) | 0.345 |
| IV | 177 (70.0) | 87 (71.3) | 90 (68.7) | 0.651 |
| NHYA classification at discharge, n (%) | ||||
| I | 176 (69.6) | 84 (68.9) | 92 (70.2) | 0.812 |
| II | 69 (27.3) | 33 (27.1) | 36 (27.5) | 0.939 |
| III | 8 (3.1) | 5 (4) | 3 (2.3) | 0.410 |
| JVD, n (%) | 115 (45.5) | 59 (48.4) | 56 (42.8) | 0.370 |
| Hemodynamic assessment, n (%) | ||||
| Wet-warm | 227 (89.7) | 110 (90.2) | 117 (89.3) | 0.824 |
| Wet-cold | 14 (5.5) | 6 (4.9) | 8 (6.1) | 0.679 |
| Dry-warm | 11 (4.4) | 6 (4.9) | 5 (3.8) | 0.668 |
| Dry-cold | 1 (0.4) | 0 (0) | 1 (0.8) | 0.251 |
| Serum total cholesterol (mg/dL) | 161 (134–184) | 169 (147–194) | 149 (125–172) | |
| Serum triglycerides (mg/dL) | 75 (56–104) | 82 (60–112) | 71 (50–91) | |
| Serum HDL–cholesterol (mg/dL) | 41 (33–51) | 42 (33–52) | 41 (34–49) | 0.654 |
| Serum LDL–cholesterol (mg/dL) | 96 (73–119) | 103 (83–128) | 92 (66–113) | |
| Fasting plasma glucose (mg/dL) | 139 (109–189) | 135 (103–188) | 140 (113–191) | 0.304 |
| Blood hemoglobin A1c (NGSP, %) | 5.9 (5.5–6.8) | 5.9 (5.6–6.8) | 5.9 (5.4–6.7) | 0.352 |
| BUN (mg/dL) | 24.5 (16.5–34.8) | 24.5 (17.9–37.3) | 24.7 (15.9–33.7) | 0.604 |
| Serum Sodium (mEq/L) | 141 (139–143) | 141 (139–143) | 141 (139–143) | 0.851 |
| Serum potassium (mEq/L) | 4.2 (3.9–4.6) | 4.3 (3.9–4.7) | 4.2 (3.8–4.6) | 0.241 |
| Serum creatinine (mg/dL) | 1.12 (0.80–1.71) | 1.04 (0.8–1.85) | 1.16 (0.81–1.63) | 0.499 |
| eGFR (ml min–1 1.73 m–2) | 45.1 (24.5–60.9) | 45.9 (20.9–62.8) | 43.1 (27.0–59.3) | 0.896 |
| Serum uric acid (mg/dL) | 7.5 (5.5–8.8) | 7.0 (5.1–8.5) | 7.7 (5.7–9.0) | 0.077 |
| Serum albumin (mg/dL) | 3.6 (3.2–3.9) | 3.7 (3.4–3.9) | 3.4 (3.1–3.8) | |
| Serum CRP (mg/L) | 0.8 (0.2–2.2) | 0.7 (0.2–1.8) | 1.0 (0.4–3.0) | |
| BNP at admission (pg/mL) | 756 (438–1517) | 698 (368–1515) | 854 (451–1540) | 0.372 |
| BNP at discharge (pg/mL) | 243 (128–488) | 254 (124–542) | 236 (129–463) | 0.897 |
| White blood cells (103/µl) | 8.1 (6.1–10.5) | 8.8 (6.0–10.55) | 7.8 (6.1–10.5) | 0.615 |
| Total lymphocytes (/µl) | 1452 (911–2011) | 1653 (1194–2494) | 1168 (760–1805) | |
| Hemoglobin (mg/dL) | 11.6 (10.1–13.7) | 11.6 (10.3–13.9) | 11.4 (9.9–13.5) | 0.200 |
| Anemia, n (%) | 155 (61.3) | 71 (58.2) | 84 (64.1) | 0.334 |
| LVEF at admission (%) | 51.0 (39.0–63.0) | 53.0 (40.3–64.8) | 50.0 (38.0–62.0) | 0.271 |
| LVEF at discharge (%) | 52.0 (43.0–64.0) | 51.0 (42.0–63.0) | 55.0 (43.0–65.0) | 0.304 |
| Statin (%) | 59 (23.3) | 26 (21.3) | 33 (25.2) | 0.465 |
| Change in PVol (%) | 1.82 (–9.35–14.2) | –3.43 (–13.5–7.53) | 5.73 (–5.91–21.3) | |
| CONUT score at admission, n (%) | ||||
| normal | 69 (27.3) | 18 (14.7) | 51 (38.9) | |
| mild risk | 107 (42.3) | 55 (45.1) | 52 (39.7) | 0.386 |
| moderate to severe risk | 77 (30.4) | 49 (40.2) | 28 (21.4) | |
| CONUT score at discharge, n (%) | ||||
| normal | 78 (30.8) | 54 (44.3) | 24 (18.3) | |
| mild risk | 115 (45.5) | 60 (49.2) | 55 (42.0) | 0.251 |
| moderate to severe risk | 60 (23.7) | 8 (6.5) | 52 (39.7) |
Categorical variables are described as percentages and variables using median and 25th-75th percentile range.
BMI: Body Mass Index
SBP: Systolic Blood pressure
DBP: Diastolic Blood pressure
HR: Heart rate
TIA: Transient ischemic attack
COPD: Chronic obstructive pulmonary disease
MI: Myocardial infarction
NHYA: New York Heart Association
JVD: Juglar venous distension
HDL: high density lipoprotein
LDL: low density lipoprotein
BUN: Blood urea nitrogen
eGFR: estimated glomerular filtration rate
CRP: C-reactive protein
BNP: brain natriuretic peptide
LVEF: left ventricular ejection fraction
PVol: plasma volume
CONUT: controlling nutritional status.
P<0.05 was considered statistically significant and shown in bold.
Fig. 2Nutritional status at hospital admission and discharge
The red bar indicates the patients with malnutrition; the blue bar, the patients without malnutrition.
Malnutrition was observed in 30.4% and 23.7% of the patients at hospital admission and discharge, respectively.
In-hospital treatments and 1-year events
| Parameter | All | Presence of improvement in nutritional status | Absence of improvement in nutritional status | |
| In-hospital treatments | ||||
| Intravenous drug therapy, n (%) | ||||
| Diuretics | 221 (87.4) | 107 (87.7) | 114 (87.0) | 0.870 |
| Nitrates | 166 (65.6) | 65 (53.3) | 101 (77.1) | |
| Carperitide | 34 (13.4) | 20 (16.4) | 14 (10.7) | 0.183 |
| Inotropes | 106 (41.9) | 49 (40.2) | 57 (43.5) | 0.590 |
| NPPV, (%) | 17 (6.7) | 6 (4.9) | 11 (8.4) | 0.265 |
| Intubation, (%) | 16 (6.3) | 5 (4.1) | 11 (8.4) | 0.155 |
| 1-year events | ||||
| All cause mortality, n (%) | 26 (10.3) | 5 (4.1) | 21 (16.0) | |
| Rehospitalization due to heart failure, n (%) | 52 (20.6) | 19 (15.6) | 33 (25.2) | 0.057 |
| Hospital length of stay (days) | 18 (12–25) | 17 (12–25) | 18 (12–26) | 0.899 |
Categorical variables are described as percentages and variables using median and 25th-75th percentile range.
NPPV: Non-invasive positive pressure ventilation.
Fig. 3Rates of presence or absence of improvement in nutritional status
The red portion indicates the patients without improvement in nutritional status, and the blue portion indicates the patients with improvement in nutritional status.
Absence and presence of improvement in nutritional status were observed in 51.8% and 48.2% of the patients, respectively.
Fig. 4Kaplan-Meier curves for 1-year events
Kaplan-Meier curves for 1-year events in patients with presence or absence improvement in nutritional status (The red line; absence of improvement in nutritional status; The blue line; presence of improvement in nutritional status).
Univariate and multivariate cox regression analysis associated with 1-year events
| Parameter | Univariate analysis | Multivariate analysis | ||
| HR (95% CI) | HR (95% CI) | |||
| Age (years) | 1.03 (1.01–1.06) | 0.346 | ||
| Male gender | 0.67 (0.52–0.85) | 0.29 (0.12–0.70) | ||
| BMI (kg/m2) | 0.733 | 0.99 (0.93–1.05) | ||
| Current or former smoker | 0.78 (0.60–1.00) | 0.190 | ||
| SBP (mmHg) | 0.99 (0.99–1.00) | 0.615 | ||
| DBP (mmHg) | 0.99 (0.98–1.00) | |||
| HR (beat per minute) | 0.064 | 0.99 (0.98–1.00) | ||
| Serum total cholesterol (mg/dL) | 0.326 | 1.00 (0.99–1.00) | ||
| Serum triglycerides (mg/dL) | 0.504 | 1.00 (1.00–1.01 | ||
| Serum HDL–cholesterol (mg/dL) | 0.715 | 1.00 (0.97–1.02) | ||
| Serum LDL–cholesterol (mg/dL) | 0.515 | 1.00 (0.99–1.00) | ||
| Fasting plasma glucose (mg/dL) | 0.856 | 1.00 (1.00–1.00) | ||
| Blood hemoglobin A1c (NGSP, %) | 0.247 | 0.85 (0.63–1.11) | ||
| BUN (mg/dL) | 1.03 (1.01–1.04) | |||
| Serum Sodium (mEq/L) | 0.476 | 0.98 (0.93–1.04) | ||
| Serum potassium (mEq/L) | 0.070 | 1.38 (0.97–1.90) | ||
| Serum creatinine (mg/dL) | 1.26 (1.11–1.39) | |||
| eGFR (ml min–1 1.73 m–2) | 0.98 (0.96–0.99) | 0.98 (0.96–0.99) | ||
| Serum uric acid (mg/dL) | 0.203 | 1.07 (0.96–1.19) | ||
| Serum albumin (mg/dL) | 0.590 | 1.13 (0.73–1.78) | ||
| Serum CRP (mg/L) | 0.508 | 0.98 (0.89–1.04) | ||
| BNP (pg/mL) | 0.882 | 1.00 (1.00–1.00) | ||
| White blood cells (103/µl) | 0.621 | 1.00 (1.00–1.00) | ||
| Total lymphocytes (/µl) | 0.751 | 1.00 (1.00–1.00 | ||
| Hemoglobin (mg/dL) | 0.86 (0.78–0.96) | |||
| Anemia, n (%) | 1.34 (1.04–1.77) | 0.692 | ||
| LVEF (%) | 0.911 | 1.00 (0.98–1.02) | ||
| Change in PVol (%) | 0.52 | 0.99 (0.98–1.01) | 0.051 | |
| Malnutrition at hospital admission | 0.166 | 0.83 (0.61–1.08) | ||
| Malnutrition at hospital discharge | 0.021 | 1.36 (1.05–1.75) | ||
| absence of improvement in nutritional status | 1.62 (1.24–2.16) | 2.04 (1.05–3.97) | ||
HR: hazard ratio
95% CI: 95% confidence interval
BMI: Body Mass Index
SBP: Systolic Blood pressure
DBP: Diastolic Blood pressure
HR: Heart rate
HDL: high density lipoprotein
LDL: low density lipoprotein
eGFR: estimated glomerular filtration rate
BNP: brain natriuretic peptide
BUN: Blood urea nitrogen
eGFR: estimated glomerular filtration rate
CRP: C-reactive protein
BNP: brain natriuretic peptide
LVEF: left ventricular ejection fraction
PVol: plasma volume.
P<0.05 was considered statistically significant and shown in bold.
Discrimination of each predictive for 1-year events using the C-index, NRI and IDI
| Parameter | C-index (95% CI) | NRI | IDI | |||
| Baseline model | 0.705 (0.306–0.779) | Ref. | Ref. | Ref. | ||
| Baseline + malnutrition at hospital admission | 0.714 (0.640–0.787) | 0.395 | 0.178 | 0.105 | 0.009 | 0.105 |
| Baseline + malnutrition at hospital discharge | 0.716 (0.645–0.787) | 0.393 | 0.256 | 0.009 | 0.120 | |
| Baseline + absence of improvement in nutritional status | 0.739 (0.671–0.806) | 0.549 | 0.563 | 0.039 |
Baseline model included male gender and estimated glomerular filtration rate.
95% CI: 95% confidence interval
NRI: net reclassification improvement
IDI. P<0.05 was considered statistically significant and shown in bold.