Characteristic of fresh milk
The production of high-quality cream cheese powder requires raw milk with suitable physicochemical characteristics to ensure optimal processing performance and desirable product attributes. The quality of milk as the main raw material significantly affects the production of cream cheese, especially in terms of texture formation and product yield
(Tahlaiti et al., 2020).The composition of milk, including its fat, protein, lactose, mineral content and acidity, plays a decisive role in determining the texture, flavor and stability of the final product
(Boumediene et al., 2025). The results of this analysis are presented in Table 2, which provides an overview of the fat, protein, solid-not-fat (SNF), salt, pH, lactic acid and other key indicators that define the quality of the milk employed in cream cheese powder production.
The fat content of 3.29% provided a sufficient lipid matrix to deliver creaminess and mouthfeel characteristics after rehydration. Fat globules also function as flavor carriers, allowing volatile compounds to be retained during both fermentation and drying, thereby enhancing the overall sensory profile of the final product. Similarly, the protein content of 2.81% played a critical role in curd formation during the initial cream cheese production and contributed to the structural stability of the foam generated prior to drying. Casein proteins, in particular, facilitate emulsification and foam stabilization, which are essential for achieving uniform drying and preventing collapse of the foam mat structure
(Effendi et al., 2019).
The solid-not-fat (SNF) fraction, recorded at 7.69%, contained lactose and mineral components that further influenced drying behavior and powder quality. Lactose acts as a natural carbohydrate carrier that supports the encapsulation of flavor compounds, while also contributing to the glassy matrix formation during drying, thereby reducing stickiness and improving powder flowability. In addition, the salt concentration of 0.63% contributed to the ionic balance of the milk, supporting protein interactions and influencing flavor perception in the rehydrated cream cheese powder.
Physicochemical parameters such as freezing point (-0.481
oC) and density (28.31 kg/m
3) confirmed the purity of the milk and the absence of dilution, ensuring a consistent raw material for processing. The near-neutral pH of 6.96 indicated that the milk was fresh and stable prior to fermentation, which is crucial for controlled acidification during cream cheese production. Following fermentation, the lactic acid concentration of 4.22% provided a mild acidity that enhanced microbial stability while also imparting the characteristic tangy flavor of cream cheese. This acidity, combined with the alcohol degree weight (7.11%), suggests the presence of bioactive metabolites that may contribute to the functional properties of the product (
Komansilan, 2020).
Optimization cream cheese powder formulation
The results of the optimization study on cream cheese powder with the addition of kecombrang (
Etlingera elatior) extract and maltodextrin showed that both factors significantly influenced antioxidant activity, pH and sensory attributes increasing the concentration of kecombrang extract enhanced antioxidant activity but decreased pH, while maltodextrin contributed to improved sensory acceptance. The concentration kecombrang extract and maltodextrin factors was observed an interaction between treatments on the pH values, antioxidant activity and sensory scrores response of cream cheese powder (Table 3).
Antioxidant activity ranged from 40% to 52%, with the highest value observed at the formulation containing 12.5% kecombrang extract and 10% maltodextrin. These result indicate that increasing the concentration of kecombrang extract generally enhances antioxidant capacity of the prepared product due to presence of bioactive compounds such as flavonoids, polyphenols and alkaloids in it, which act as free radical scavengers. Similar findings were reported by
Naufalin et al., (2023), where higher levels of herbal extract addition improved the antioxidant activity of dairy-based functional products. The figure of antioxidant activity is shown in Fig 3.
The pH values were relatively stable, ranging from 6.0 to 6.74, suggesting that the addition of kecombrang extract did not significantly alter the acidity of the cream cheese powder. This stability may be attributed to the buffering capacity of milk proteins and maltodextrin, which can resist drastic changes in hydrogen ion concentration. The figure of pH values is shown in Fig 4.
Sensory scores ranged from 2.44 to 3.84 on the hedonic scale, with the highest acceptance also found in the formulation containing 12.5% kecombrang extract and 10% maltodextrin. This indicates that the combination of optimal extract and foaming agent levels improved consumer preference, particularly in terms of flavor balance and overall acceptability.
Overall, the findings suggest that the combination of 12,5% kecombrang extract and 10% maltodextrin represents the best formulation, providing the highest antioxidant activity (52%), stable pH (6.0) and favorable sensory evaluation (score 3.84). These results confirm that kecombrang extract has potential as a natural preservative and functional ingredient to augment both the health-promoting and sensory properties of cream cheese powder.
Validation of model
Based on the fit summary analysis, the linear model was significant and met the assumptions for ANOVA. The model adequately desctibed the effect of formulation variables on pH response, with no significant lack of fit, indicating good agreement between the experimental and predictd values. The high coefficient of determination demonstrated that the variability in pH was well explained by the model. The close agreement between adjusted and predicted R2 values further confirmed the model’s reliability and predictive capability. In addition, the Adequate Precisin (AP) value indicated a strong signal to noise ratio, suggesting that the model is suitable for navigating the design space. The low coefficient of variation reflected high data homogeneity and the VIF values confirmed the absence of multicollinearity among the independent variables. The verification and validation cream cheese powder are presented in Table 4.
For the antioxidant activity response, the model demon-strated a statistically significant effect of the formulation variables. The coefficient of determination indicated that the model was able to explain a substantial proportion of the variability in antioxidant activity. However, the large discrepancy between the adjusted and predicted R2 values suggests limited predictive capability, indicating that the model may not accurately estimate antioxidant responses outside the experimental points. Despite this limitation, the adequate signal to noise ratio and acceptable data variability indicate that the model remins statistically valid within the studied design space.
In contrast, the sensory response was not significantly influenced by the formulation variables and the relatively low coefficient of determination suggests that sensory variation was not well explained by the model. This implies that additional uncontrolled factors or panel variability may have contributed to the sensory outcomes. Although the model showed marginal adequacy, it was not sufficiently robust to reliably predict sensory attributes.
Based on the optimization results generated using Design Expert software, the optimum formulation consisted of 12.5% kecombrang extract and 10% maltodextrin. Under these conditions, the product exhibites stable pH, enhances antioxidant activity and improved sensory acceptance compared to other formulations. The pH model demonstrated strong reliability and predictive accuracy, while the antioxidant model showed statistical significance but limited predictive strength. Although the sensory model was weak, the selected optimum treatment consistently produced higher sensory scores. Validation experiments confirmed that the predicted responses were close to be onserved values, supporting the suitability of the model for determining optimal formulation conditions.
Sensory analysis
Overall, cream cheese powder exhibited a satisfactory level of consumer acceptance based on color, appearance, taste and overall acceptability. The hedonic scores ranged from 2.40 to 3.84, indicating panelist evaluations from slightly like to like. These results suggest that the developed cream cheese powder formulations have potential consumer acceptability, although variations in preference were observed among the tested formulations.
Based on the sensory evaluation, three samples were identified as the most preferred by consumers, namely samples 2, 7 and 9. These samples exhibited relatively higher hedonic scores than the other formulations across most of the evaluated sensory attributes. The higher level of panelist preference for these samples may be attributed to their more attractive color characteristics, finer and more homogeneous powder appearance and a more balanced and acceptable flavor profile. In addition, a non-caking powder texture and an aftertaste consistent with typical cream cheese characteristics could have further contributed to improved sensory acceptance. An appropriate concentration of kecombrang extract may impart a distinctive aroma and flavor that enhances the sensory profile without being excessively intense or unfamiliar to consumers. Meanwhile, maltodextrin may play an important role in improving powder appearance and texture, resulting in a more stable product with enhanced visual acceptability.