Fig. 6: Significance level of the 20 most impactful variables of the models for predicting iAUC120 and GLUmax. | npj Biofilms and Microbiomes

Fig. 6: Significance level of the 20 most impactful variables of the models for predicting iAUC120 and GLUmax.

From: Personalized prediction of glycemic responses to food in women with diet-treated gestational diabetes: the role of the gut microbiota

Fig. 6

iAUC120 (a) and GLUmax (b) are predicted based on full clinical data with the addition of bacterial features. Higher values of the feature are indicated by colors closer to red, lower values by colors closer to blue. If a point of a certain color is located on the left side of the central axis, the feature has a downward effect on the target variable; if the point is located on the right side, the effect will be the opposite. For example, lower values of GLU0 (the long blue tail on the left of b) correspond to lower values of the target variable (GLUMax). GLUb—glucose level before meal initiation. Numbers near «GLUb» represent the minutes prior to meal initiation in which the measurement was obtained. For example, «GLUb10» represents the glucose level 10 min prior to the meal; Kcal—the energy value of the meal; COC—combined oral contraceptive use any time before pregnancy (1—yes, 0—no); Sausages 1—frequency of consuming sausage products before pregnancy. For a more detailed description of the input features, please refer to Supplementary Table 1.

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