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. 2018 Sep;56(3):381–397. doi: 10.17113/ftb.56.03.18.5285

Table 2. Response surface methodology design to evaluate the effects of process conditions on bacterial change cycles, physicochemical properties and morphometric features.

Run Factor Response variable
Bacterial change cycle Physicochemical property Morphometric feature
A B N/(log CFU/g) aw w(moisture)/% t(complete dissolution time)/s Hygroscopicity/(g/100 g) ρb/(g/mL) d/μm FDt
t(outlet)/°C p/MPa After spray drying Gastric pH Bile salt
1 96 0.15 –3.53±0.03 –0.2±0.0 –0.02±0.00 0.18±0.01 0.8±0.0 127.5±7.7 49.03±0.00 0.30±0.01 8.04±0.02 2.55±0.05
2 110 0.08 –5.77±0.05 0.0±0.0 0.0±0.0 0.09±0.01 0.55±0.01 76.3±2.5 36.2±0.2 0.2±0.0 4.8±0.2 2.54±0.02
3 110 0.15 –6.4±0.1 0.0±0.0 0.0±0.0 0.09±0.01 0.45±0.01 68.1±3.1 28.9±0.8 0.2±0.0 8.0±0.2 2.55±0.01
4 110 0.116 –6.1±0.1 0.0±0.0 0.0±0.0 0.11±0.01 0.4±0.0 80.0±5.0 39.52±0.08 0.23±0.01 8.8±0.2 2.55±0.01
5 93 0.106 –2.0±0.3 –0.7±0.0 –0.5±0.0 0.2±0.0 0.93±0.01 156.1±12.7 34.7±0.06 0.33±0.01 10.5±0.2 2.50±0.03
6 96.7 0.084 –3.1±0.2 –0.2±0.0 –0.4±0.0 0.14±0.01 1.0±0.0 136.1±14.6 37.2±0.0 0.38±0.01 13.6±0.4 2.54±0.01
7 90 0.128 –1.9±0.1 –0.03±0.00 –0.5±0.0 0.19±0.02 0.66±0.06 119.1±18.6 35.1±0.2 0.32±0.01 13.8±0.3 2.57±0.01
8 101.3 0.11 –3.0±0.3 –0.9±0.0 –0.60±0.03 0.1±0.0 0.6±0.0 120.4±17.0 36.7±0.0 0.29±0.01 11.4±0.4 2.55±0.01
9 110 0.116 –6.5±0.0 0.0±0.0 0.0±0.0 0.1±0.0 0.3±0.0 78.3±9.8 41.4±0.2 0.29±0.01 11.8±0.4 2.54±0.03
10 101.3 0.11 –2.61±0.03 –0.91±0.01 –0.4±0.0 0.1±0.0 0.4±0.0 152.6±16.7 38.26±0.08 0.3±0.0 13.7±0.3 2.55±0.05
11 90 0.08 –2.8±0.2 0.0±0.0 0.0±0.0 0.19±0.06 0.83±0.01 146.1±13.1 48.65±0.01 0.2±0.01 13.4±0.3 2.54±0.02
12 103 0.137 –4.2±0.1 –0.78±0.01 –0.30±0.01 0.13±0.01 0.5±0.0 78.8±14.0 30.6±0.0 0.3±0.0 11.0±0.2 2.47±0.01
13 90 0.128 –1.92±0.2 –0.32±0.04 –0.46±0.01 0.19±0.01 0.8±0.0 113.3±18.6 35.89±0.01 0.32±0.01 11.4±0.4 2.48±0.03
14 101.3 0.11 –2.6±0.1 –1.2±0.0 –0.5±0.0 0.1±0.0 0.57±0.05 135.3±24.4 37.37±0.03 0.29±0.01 7.9±0.2 2.52±0.03
15 103.4 0.087 –4.50±0.09 0.0±0.0 –0.28±0.01 0.1±0.0 0.5±0.0 113.0±6.0 40.3±0.8 0.27±0.01 7.8±0.3 2.48±0.02
16 96 0.15 –2.5±0.1 –0.3±0.0 –0.1±0.0 0.13±0.02 0.7±0.0 127.7±24.6 44.9±0.1 0.30±0.01 16.4±0.4 2.56±0.02
p–value <0.0001 0.013 0.0008 <0.0001 0.0043 0.003 0.0008 0.005 0.761 0.399
Optimal conditions 90.8 0.117 –2.0±0.2 –0.61±0.08 –0.2±0.0 0.065±0.001 4.4±0.2 127±6 36.57±0.05 0.6±0.0 4.6±0.7 2.54±0.01
Culture medium 90.8 0.117 –0.96±0.04 –0.58±0.08 –0.67±0.04 0.1±0.0 12.7±0.2 167±29 37.6±0.1 0.29±0.02 10.6±0.3 2.71±0.04

Results are expressed as mean value±standard deviation. FDt=fractal dimension texture, ρb =bulk density