Univariate regression analysis for prediction of HR admission (N = 248)
Parameter . | Odds ratio . | 95% Confidence interval (CI) . | P value . | AUC . |
---|---|---|---|---|
Disease and patient characteristics | ||||
Age, median (range), y | 0.96 | 0.93-0.99 | .004 | 0.65 |
ND (ref = relapsed/refractory) | 0.44 | 0.16-1.18 | .1 | 0.56 |
Secondary disease (ref = de novo) | 0.88 | 0.38-2.07 | .77 | 0.51 |
Prior stem cell transplant | 0.65 | 0.2-2.09 | .47 | 0.52 |
Duration of prior neutropenia (per wk) | 1.11 | 0.88-1.41 | .38 | 0.54 |
ECOG PS 2-4 (ref = PS 0-1) | 0.83 | 0.35-1.96 | .66 | 0.52 |
Transfusion <24 h | 0.97 | 0.49-1.94 | .94 | 0.50 |
Comorbidities | ||||
COPD | 0.44 | 0.08-2.35 | .34 | 0.51 |
Other Pulmonary disorder | 1.38 | 0.54-3.52 | .50 | 0.52 |
Congestive heart failure | 1.48 | 0.33-6.74 | .61 | 0.51 |
Other cardiac | 1.33 | 0.64-2.27 | .45 | 0.53 |
Diabetes | 1.47 | 0.49-4.44 | .49 | 0.52 |
Prior fungal infection | 1.3 | 0.37-4.48 | .69 | 0.51 |
Baseline laboratory values | ||||
ANC | 0.10 | 0.01-1.47 | .09 | 0.58 |
ALC | 0.26 | 0.05-1.35 | .11 | 0.58 |
AMC | 0.57 | 0.32-0.99 | .047 | 0.65 |
Hematocrit | 1.02 | 0.94-1.11 | .62 | 0.52 |
Creatinine | 1.48 | 0.40-5.55 | .56 | 0.52 |
Albumin | 0.64 | 0.27-1.55 | .33 | 0.51 |
Sodium | 0.99 | 0.90-1.10 | .89 | 0.51 |
CO2 (per 10 mmol/L) | 1.06 | 0.52-2.13 | .88 | 0.52 |
Lactate | 1.25 | 0.74-2.1 | .41 | 0.58 |
Anion gap | 1.07 | 0.91-1.27 | .41 | 0.55 |
Physiologic parameters | ||||
Initial systolic BP | 0.99 | 0.97-1.01 | .31 | 0.55 |
Initial MAP | 1.00 | 0.97-1.03 | .92 | 0.50 |
Initial heart rate | 1.21 | 1.02-1.43 | .027 | 0.63 |
Initial respiratory rate | 1.11 | 0.96-1.29 | .17 | 0.60 |
Initial pulse oxygenation | 1.12 | 0.94-1.33 | .20 | 0.58 |
Lowest systolic BP | 0.97 | 0.95-1.00 | .04 | 0.60 |
Lowest MAP | 0.97 | 0.94-1.00 | .08 | 0.58 |
Largest heart rate (per 10 BPM) | 1.7 | 1.34-2.16 | <.001 | 0.74 |
Highest respiratory rate | 1.1 | 1.00-1.22 | .05 | 0.62 |
Highest fever | 3.66 | 2.11-6.33 | <.001 | 0.76 |
Highest fever >39°C | 13.09 | 3.9-43.94 | <.001 | 0.73 |
Parameter . | Odds ratio . | 95% Confidence interval (CI) . | P value . | AUC . |
---|---|---|---|---|
Disease and patient characteristics | ||||
Age, median (range), y | 0.96 | 0.93-0.99 | .004 | 0.65 |
ND (ref = relapsed/refractory) | 0.44 | 0.16-1.18 | .1 | 0.56 |
Secondary disease (ref = de novo) | 0.88 | 0.38-2.07 | .77 | 0.51 |
Prior stem cell transplant | 0.65 | 0.2-2.09 | .47 | 0.52 |
Duration of prior neutropenia (per wk) | 1.11 | 0.88-1.41 | .38 | 0.54 |
ECOG PS 2-4 (ref = PS 0-1) | 0.83 | 0.35-1.96 | .66 | 0.52 |
Transfusion <24 h | 0.97 | 0.49-1.94 | .94 | 0.50 |
Comorbidities | ||||
COPD | 0.44 | 0.08-2.35 | .34 | 0.51 |
Other Pulmonary disorder | 1.38 | 0.54-3.52 | .50 | 0.52 |
Congestive heart failure | 1.48 | 0.33-6.74 | .61 | 0.51 |
Other cardiac | 1.33 | 0.64-2.27 | .45 | 0.53 |
Diabetes | 1.47 | 0.49-4.44 | .49 | 0.52 |
Prior fungal infection | 1.3 | 0.37-4.48 | .69 | 0.51 |
Baseline laboratory values | ||||
ANC | 0.10 | 0.01-1.47 | .09 | 0.58 |
ALC | 0.26 | 0.05-1.35 | .11 | 0.58 |
AMC | 0.57 | 0.32-0.99 | .047 | 0.65 |
Hematocrit | 1.02 | 0.94-1.11 | .62 | 0.52 |
Creatinine | 1.48 | 0.40-5.55 | .56 | 0.52 |
Albumin | 0.64 | 0.27-1.55 | .33 | 0.51 |
Sodium | 0.99 | 0.90-1.10 | .89 | 0.51 |
CO2 (per 10 mmol/L) | 1.06 | 0.52-2.13 | .88 | 0.52 |
Lactate | 1.25 | 0.74-2.1 | .41 | 0.58 |
Anion gap | 1.07 | 0.91-1.27 | .41 | 0.55 |
Physiologic parameters | ||||
Initial systolic BP | 0.99 | 0.97-1.01 | .31 | 0.55 |
Initial MAP | 1.00 | 0.97-1.03 | .92 | 0.50 |
Initial heart rate | 1.21 | 1.02-1.43 | .027 | 0.63 |
Initial respiratory rate | 1.11 | 0.96-1.29 | .17 | 0.60 |
Initial pulse oxygenation | 1.12 | 0.94-1.33 | .20 | 0.58 |
Lowest systolic BP | 0.97 | 0.95-1.00 | .04 | 0.60 |
Lowest MAP | 0.97 | 0.94-1.00 | .08 | 0.58 |
Largest heart rate (per 10 BPM) | 1.7 | 1.34-2.16 | <.001 | 0.74 |
Highest respiratory rate | 1.1 | 1.00-1.22 | .05 | 0.62 |
Highest fever | 3.66 | 2.11-6.33 | <.001 | 0.76 |
Highest fever >39°C | 13.09 | 3.9-43.94 | <.001 | 0.73 |
BPM, beats per minute; Ref, reference.