3.1. Central Composite Design
The CCD design matrix was applied to all responses, and 30 randomized runs were generated by the software (
Table 2) to avoid biases. Across these runs, the TDS ranged between 1.19% and 3.99%.
Effects of Brewing Conditions on Total Dissolved Solids (TDS)
The effects of water temperature, C2WR, coffee mesh size, and extraction time were assessed using the analysis of variance (ANOVA). A two-factor interaction (2FI) model was chosen, and the result is shown in
Table 3. In this factorial design model, the 2FI model presented the best fitness of the model as determined by R
2 and the highest “Adjusted and Predicted R
2”. Therefore, only two-factor interaction terms were tested, not quadratic terms.
The model equation for calculating the total dissolved solid was achieved using the 2F1 design model. The empirical relationship between the response and the independent variables in the coded units based on the experimental results is given in Equation (7):
The TDS of the CBC ranged between 1.19 and 3.99%. The highest TDS was measured with the following brewing conditions: water temperature of 30 °C, C2WR of 1:6, coffee mesh size of 0.25 mm, and extraction time of 24 h. The lowest TDS measurement was observed when the brewing conditions were at the opposite end of the brewing range, i.e., water temperature 4 °C, C2WR 1:16, coffee mesh size 0.71 mm, and extraction hour 7 h. ANOVA identified the parameters that significantly influenced the TDS of CBC, with the factors being A: water temperature, B: C2WR, and C: coffee mesh size, and confirmed that the overall model was highly significant. As for the pairwise interactions, only AB and BC were confirmed to significantly impact TDS.
A three-dimensional response surface plot was constructed to determine the optimal levels of each parameter to achieve the TDS of 1.35%, plotting the response (total dissolved solids, %) on the
z-axis against any two independent parameters while maintaining other variables at their optimal values. These surface plots allowed the visualization of the optimum values for each parameter that yielded the desired response.
Figure 1a shows the interaction between water temperature and C2WR. A combination of a higher water temperature (30 °C) and a higher C2WR (1:6 g/mL) led to the highest TDS reaching 3.99%, with the coffee mesh size and extraction hours maintaining at 0.48 mm and 15.5 h, respectively.
Figure 1b illustrates the interaction between C2WR and coffee mesh size while keeping the other variables constant. It can be observed that the TDS of CBC increased as the C2WR increased while the coffee mesh size decreased, with the highest TDS measured at 3.99%, the C2WR at 1.6 g/mL, and the coffee mesh size at 0.25 mm.
The R2, adjusted R2, and predicted R2 values were calculated to be 0.9950, 0.9924, and 0.9897 with an adequate precision of 62.4579, showing an adequate signal to navigate the design space. The present model showed a LOF F-value of 1.18, implying that the lack of fit was not significant. Hence, the model could be used for the prediction.
3.2. Optimization and Validation of the Predicted Model for Brewing Conditions of Cold Brew Coffee
The optimal levels of each parameter were determined for the TDS of 1.35%, which was the TDS of coffee brewed using the French Press method. The Design Expert software generated the following conditions to achieve a TDS of 1.35% (
Table 4).
Three experimental runs using the predicted optimized conditions were conducted to validate the RSM model.
Table 5 displays the predicted mean, including a 95% prediction interval (PI), and the observed mean with standard deviation.
The test run showed that the model was significant, and the observed means fell within the 95% prediction interval. Thus, the model was validated and could be used for prediction.
In this study, water temperature, C2WR, and coffee mesh size significantly influenced the TDS of CBC. The TDS increased with the increase in extraction temperature from 4 to 30 °C. This can be attributed to the increased solubility of solutes. At a higher water temperature, water is able to extract solutes that are moderately water-soluble at lower temperatures [
20]. Similar to our findings, Rey Castaneda-Rodriguez et al. (2020) reported a significantly higher total soluble solid content for coffee brewed at 25 °C than for coffee brewed at 10 °C [
21]. Angeloni et al. (2019) also reported similar findings, showing that temperature significantly affected more total solids in coffee prepared at 22 °C compared with 5 °C [
22].
When other brewing conditions (water temperature of 4 °C, coffee mesh size of 0.71 mm, extraction time of 7 h) were kept constant, it was found that the TDS increased from 1.19 to 3.06% as the C2WR increased. TDS refers to the amount of dissolved material mass in the beverage and can consist of volatile and non-volatile compounds [
11]. A higher C2WR indicates that a higher amount of volatile and non-volatile compounds may naturally be present [
23] and thus would produce a higher TDS.
Aside from that, coffee mesh size appeared to significantly influence the TDS of coffee. The TDS had an inverse relationship with the coffee mesh size. At a constant brewing condition (water temperature 17 °C, C2WR 11.46 ×
g/mL, extraction time 15.5 h), the TDS measured for 0.25 mm and 0.71 mm coffee mesh sizes were 2.72% and 2.32%, respectively. This can be explained by the higher surface area of the coffee grind. A smaller coffee particle exhibits a larger surface area, resulting in more efficient extraction of solutes [
24]. Other studies published different findings. For example, a study by Portela et al. (2021) reported that particle size exhibited different behaviors according to the different coffee species used, e.g., Arabica and Robusta. For Robusta coffee, total soluble solids extraction was higher in the finer grind, whereas Arabica coffee was reported otherwise [
25]. The author concluded that the difference in coffee granular structure makes the extraction process distinctly different [
25]. Contradictory to our findings, Cordoba et al. (2019) also reported that a coarser coffee grind presented a higher TDS in comparison to the finer coffee grinds. This situation was due to the indirect immersion method used by the author. The coffee grinds were placed in a filter bag prior to submerging in water, thus producing a more caking effect for medium grinds that would impede solute extraction [
7].
In the brewing process, water temperature is considered the main driving force in extracting the chemical compounds present in the coffee. However, this is not the case for CBC, where the water temperature is at room temperature or lower. Thus, it needs to be compensated with a longer steeping time [
7]. Cordoba et al. (2019) reported that contact time was statistically significant for TDS, e.g., higher TDS at 22 h of extraction [
7].
In contrast, the present study revealed that extraction time does not significantly influence the TDS of coffee. This can be explained by the kinetic plots of compound extraction. Rey Castaneda-Rodriguez studied the extraction kinetics of CBC. It was reported that the initial TSS extraction increased over the first 3 h and slowed down to reach equilibrium at approximately 9 h. It is also noteworthy to say that there was no significant difference in TSS for a brewing time longer than 6 h [
21]. This explains the result obtained in our study, which found no significant difference in TDS for all brewing at 7, 15.5, and 24 h.
3.3. Characterization of Cold and Hot Brew Coffee
3.3.1. Physicochemical Comparison between Cold and Hot Brew Coffee
The physicochemical characteristics of CBC and hot brew coffee were compared, and the results are shown below (
Table 6). The results showed that the TDS of CBC and its hot brew counterpart were comparable. Furthermore, the pH value obtained for both brews was the same. However, the cold brew had a significantly higher TA for all pH endpoints (pH 6.0, 8.0, and 8.2).
One of the objectives of this study was to optimize CBC close to a hot brew equivalent method, thus accounting for the similar TDS and pH readings. Nevertheless, to achieve a similar TDS from the cold brew technique, a higher C2WR was needed since a lower water temperature was used for brewing. Consequently, a higher C2WR would result in much more bioactive compounds being extracted. Although the amount of bioactive compounds could not be directly measured and reflected by TDS, TA could be measured and showed a higher value than their hot brew counterparts.
To the authors’ knowledge, this is the first study that optimizes, matches, and compares cold brew and hot brew at similar total dissolved solids. Other studies used the same C2WR for both hot and cold brew methods, which would logically result in significantly different properties. Angeloni et al. (2019) and Bilge (2020) used a 1:10 coffee-to-water ratio and found that TDS and pH were different between CBC and hot brew coffee [
22,
24]. The total solid was observed to be lower in cold extraction methods compared with its benchmark hot brew extraction [
22]. The differences in water temperature influenced the pH of the final brewed coffee, whereby the pH of the final brew from cold brew was less acidic and ranged from 5.5 to 5.7 compared with the hot brew (French Press) at pH 5.2 [
22]. Similarly, Bilge (2020) found that acidic compounds were extracted more in hot brew coffee, resulting in a lower pH of 5.0 compared with the pH of 5.2 in CBC [
24]. Contrastingly, Fibrianto et al. (2018) reported that the pH of the final brew was not affected by the brewing method [
26]. Additionally, Asiah et al. (2019) and Fuller and Rao (2017) also found that there was little difference in Brix and pH between CBC and hot brew coffee [
4,
27].
Even though similar pH readings were obtained from hot and cold brew coffee, the titratable acidity was higher in the hot brew coffee [
16]. Similar results were also reported by other authors [
7,
28]. Interestingly, the CBC exhibited a higher TA than hot brew coffee in our study. In a study by Rao and Fuller (2018), the coffee variety, grind size, coffee roast profile, and C2WR remained the same; only the water temperature and brewing time were different [
16]. Generally, a higher temperature would result in more extractable soluble acidic compounds, but a longer brewing time used in CBC may compensate for the low water temperature used. However, it should be noted that certain compounds are temperature-dependent, less sensitive to the extraction time, and thus more soluble at a higher temperature [
4].
The TA results in our study can be explained by the difference in C2WR used. To achieve a similar TDS, a 1:14 coffee-to-water ratio was used for CBC, whereas a 1:18 C2WR was used for hot brew coffee. The acidic components would be more concentrated in CBC since the water used is less than that used in hot brew coffee.
3.3.2. Total Phenolic Content and Antioxidant Activity Comparison between Cold and Hot Brew Coffee
The antioxidant capacities and total phenolic content of CBC were compared with those of its hot brew counterpart and are shown below (
Table 7). The table above showed that the total phenolic content and antioxidant activities measured by FRAP and DPPH radical scavenging assays were similar between cold brew and hot brew coffee (
p > 0.05). This was predicted because the method of CBC preparation was optimized to result in similar TDS obtained for hot brew coffee. However, the CBC exhibited significantly higher antioxidant activity than its hot counterpart, as measured by the ORAC assay.
The total phenolic content was measured using the Folin–Ciocalteu (FC) Assay, which is a colorimetric ET-based method. This assay utilizes the transfer of electrons from phenolic compounds to the FC reagent (a mixture of phosphor-molybdate and phosphotungstate) to form a blue-colored complex [
29].
In plants, antioxidants work in two major pathways, i.e., hydrogen atom transfer (HAT) and single electron transfer (SET) [
30]. While FRAP, TPC, and DPPH radical scavenging assays utilize the electron transfer reaction, the ORAC assay utilizes the HAT mechanism [
31]. The ferric reducing antioxidant power (FRAP) assay is a colorimetric SET-based method. It measures the reduction of ferric ion (
) by antioxidants to form a blue-colored ferrous (
) complex. The intensity of the end product is then measured and quantified using a spectrophotometer to indicate the reducing power of the antioxidant tested [
31].
2,2-diphenyl-1-picrylhydrazyl (DPPH) radical scavenging assay is also a colorimetric SET-based assay used to estimate the radical scavenging capacity of plants. The principle of this method utilizes the electron donation of antioxidants to neutralize the DPPH radical (purple in color), resulting in a color change that is measured by the spectrophotometer [
31]. The oxygen radical absorbance capacity (ORAC) assay is a fluorometric HAT-based assay that measures the decrease in the fluorescence of a target under a constant flux of peroxyl radical [
29,
31].
The CBC samples showed that they had higher antioxidant activities according to the HAT-based mechanism than the hot brew, whereas the antioxidant activities according to the SET-based mechanism were not significant between the two samples. However, further investigations are needed to look into the cause of the difference in antioxidant activity from the ORAC Assay.
3.3.3. Volatile Compounds in Cold and Hot Brew Coffee
The volatile compounds in cold brew and hot brew coffee samples were analyzed using GCMS, and the results are shown in
Table 8. A total of 23 volatile compounds were identified in CBC samples, while in hot brew coffee samples, 16 volatile compounds were detected. The main compounds detected in both cold and hot brew samples were furans and pyrazines. Other minor volatiles detected were phenol, pyridine, ketone, aldehyde, oxime, and pyrrole. This agrees with a study by Cordoba et al. (2021), which found that furans and pyrazines are the major volatile compounds in coffee [
32].
Pyrazine is associated with nutty, earthy, roasty, and green aromas, while furans are linked to sweet, caramel, fruity, roasted, and earthy aromas and flavors [
32]. Our findings showed that the percentage area of volatile compounds was higher in CBC samples than in hot brew coffee. Apart from that, some volatile compounds, including 1-methyl-1H-pyrrole, Furan, 2-(methoxymethyl)-, Pyrazine, 2,5-dimethyl-, Pyrazine, 2,6-dimethyl-, Pyrazine, 2-ethyl-5-methyl-, Pyrazine, 3-ethyl-2,5-dimethyl-, Furfuryl formate, and 2-Methoxy-4-vinylphenol were identified in cold brew samples but not detected in the hot brew. Only 3(2H)-Furanone and dihydro-2-methyl- were detected in the hot brew but were not detected in CBC. This suggests that different extraction conditions play a role in volatile compound extraction.
3.3.4. Phenolic Compounds in Cold and Hot Brew Coffee
The phenolic compounds were analyzed for both cold and hot brew samples. The phenolic coffee brewed using cold brew and hot brew (French Press) methods was analyzed by LC-ESI-MS/MS using twenty-four phenolic standards, including apigenin, caffeic acid, cinnamic acid, chlorogenic acid, p-coumaric acid, 3,4-dihydroxybenzoic acid, (-)-epigallocatechin gallate, ferulic acid, galangin, gallic acid, genistein, hesperidin, 4-hydroxybenzoic acid, kaempferol, isorhamnetin, luteolin, myricetin, naringenin, quercetin, rosmarinic acid, sinapic acid, rutin, syringic acid, and vanillic acid. However, all 24 phenolic compounds could not be detected in both coffee brews. This could be due to the fact that the amount of the compounds presented in the coffee brews is lower than the detection limit of the method used here.
3.3.5. Caffeine Content in Cold and Hot Brew Coffee
Further analysis showed that caffeine was present in both samples (
Table 9). The caffeine content was significantly higher in CBC than in its hot brew counterpart.
The amount of caffeine is significantly higher in CBC compared with hot brew coffee. This is similar to the findings by Fuller and Rao (2017), whereby cold brew samples had higher concentrations of caffeine, regardless of the roasting profile [
4]. This is contradictory to the finding by Rao et al. (2020), where the caffeine concentration was similar in both cold and hot brew coffee samples [
33].
3.3.6. Acid Profiles of Cold and Hot Brew Coffee
Organic acids were analyzed using HPLC, and the results are tabulated as shown in
Table 10. In general, CBC exhibited a much higher number of organic acids compared with hot brew coffee. L-malic acid was the main acid in both samples, while tartaric acid was not detected. The organic acids detected in samples below the LOQ were not quantified and were written as not detected (ND). L-malic, L-ascorbic, acetic, citric, fumaric, and succinic acids were significantly higher in cold brew samples compared with their hot counterparts. While oxalic and propionic acids were not detected in hot brew coffee, they were detected in small quantities in the cold brew samples.