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Table 2 Regression models predicting the near-infrared spectroscopy regional cerebral oxygenation signal in critically ill adult patients

From: The physiological determinants of near-infrared spectroscopy-derived regional cerebral oxygenation in critically ill adults

Predictor

Simultaneous regression model

AICc selected regression model

b

β

r

b

β

r

Age

− 0.08 [− 0.17, 0.01]

− 0.22 [− 0.48, 0.03]

− 0.32*

− 0.10 [− 0.19, − 0.01]*

− 0.27 [− 0.51, − 0.04]

− 0.32*

HR

0.06 [− 0.02, 0.14]

0.19 [− 0.06, 0.44]

0.22

0.08 [0.01, 0.15]*

0.25 [0.02, 0.49]

0.22

SpO2

− 0.37 [− 1.19, 0.44]

− 0.15 [− 0.48, 0.18]

− 0.42**

 

MAP

0.02 [− 0.16, 0.20]

0.03 [− 0.23, 0.28]

0.22

 

pH

− 16.44 [− 38.52, 5.65]

− 0.19 [− 0.45, 0.07]

− 0.34*

 

PaO2

0.05 [− 0.05, 0.15]

0.13 [− 0.14, 0.41]

− 0.07

 

PaCO2

0.16 [0.00, 0.33]*

0.30 [0.00, 0.59]

0.57**

0.21 [0.07, 0.34]**

0.37 [0.13, 0.62]

0.57**

Hb

0.09 [0.02, 0.15]**

0.40 [0.11, 0.69]

0.43**

0.09 [0.04, 0.14]**

0.41 [0.16, 0.66]

0.43**

Fit

R2 = 0.579** [0.22, 0.65]; adjusted R2 = 0.480

R2 = 0.535 [0.25, 0.65]**; adjusted R2 = 0.487

  1. b represents unstandardized regression weights. β indicates the standardized regression weights. r represents the zero-order correlation. The [] indicate the lower and upper limits of the 95% confidence interval, respectively. The gray-shaded region represents the predictors that were not retained following model selection
  2. AICc corrected Akaike information criterion, HR heart rate, SpO2 arterial oxygen saturation, MAP mean arterial pressure, PaO2 arterial partial pressure of oxygen, PaCO2 arterial partial pressure of carbon dioxide, Hb hemoglobin
  3. *p < 0.05
  4. **p < 0.01