Water absorption
The water absorption values observed in this study ranged below 100%, as shown in Fig 3. This result contradicts to the typical expectation for dried noodles, where water absorption usually exceeds 100% due to their low initial moisture content. In contrast, shirataki noodles are categorized as fresh (wet) noodles, with an exceptionally high initial moisture content of 96.53%. Such a high moisture level indicates that the noodles were already nearly saturated with water before cooking, resulting in minimal capacity for further water uptake and, instead, promoting water loss during the boiling process.
From Fig 3, the lowest water release was observed in the control group (~92%), which lacked the addition of MLP and carrageenan. This result can be attributed to the absence of structural modifications in the noodle matrix, which allowed the noodles to retain water more effectively during cooking. However, with the incorporation of MLP and carrageenan, water release increased progressively, particularly in the combination of Moringa 0.75 g and Carrageenan 1.5 g. Based on the Tukey HSD results, Moringa concentration significantly affected water absorption (p<0.05), with the lowest value observed at the highest level (0.75%). In contrast, carrageenan concentration did not cause a significant difference (p>0.05) and the interaction effect was also non-significant.
The increased water release can be explained by the structural changes induced by the added ingredients. Moringa leaf powder (MLP), containing protein and fiber, can bind water within the noodle matrix. However, these components restrict free water mobility at higher concentrations and promote water expulsion during thermal processing. Carrageenan, known for its gel-forming properties, stabilizes the water within the noodle structure. However, at higher concentrations, it can create a denser and more rigid gel matrix that facilitates water release during thermal processing. These observations are consistent with the findings of
Elleuch et al., (2011), who reported increased water loss in noodles enriched with high-fiber additives and
Imeson (2009), who highlighted the impact of gel-forming agents on water dynamics in food products.
These results underscore the role of functional ingredients, such as MLP and carrageenan, in modulating water dynamics in noodle products, as discussed by
Chua et al., (2010) and
Williams and Phillips (2009). Similar patterns have been reported by
Thuy et al., (2023), who found that noodles fortified with moringa leaf powder and konjac glucomannan exhibited improved rehydration capacity and reduced cooking loss when optimal ratios were used, but excessive concentrations of fortifying agents increased structural density and led to greater water expulsion during cooking. This supports our observation that over-concentration of Moringa compromises water-holding ability under thermal stress.
Texture analysis
The textural properties of noodles, including hardness, deformation, cohesiveness, gumminess and chewiness, are critical in determining the structural integrity, mechanical stability and overall eating quality of noodles. The results, illustrated in Fig 4 (a. Hardness, b: Deformation, c: Cohesiveness, d: Gumminess, e: Chewiness), reveal significant variations across treatments, emphasizing the role of ingredient interactions in shaping noodle texture. Based on the variance test analysis, the concentration of moringa and carrageenan affected hardness, deformation and chewiness, but did not affect gumminess.
Hardness ranged from 42.83 g to 92.30 g, with the highest value observed in noodles containing 0.5 g carrageenan and 0.75 g MLP, while the lowest was found in noodles with 1.0 g carrageenan and 0.25 g MLP. Carrageenan increased hardness by forming a denser gel network, consistent with its gel-forming properties (
Imeson, 2009). MLP also contributed to hardness, particularly when combined with higher carrageenan levels, where its solid content and proteins reinforced the noodle matrix. The interaction between carrageenan and MLP proteins enhanced the gel structure by forming additional cross-links, creating a more cohesive and stable matrix. These observations align with findings by
Zhang et al., (2023), which highlighted the role of polysaccharides in enhancing structural integrity through gel network formation. Furthermore, research on the interaction between carrageenan and konjac glucomannan supports this, demonstrating enhanced gel strength and stability due to synergistic effects
(He et al., 2012).
Deformation values ranged from 0.6% to 1.4%, with the highest deformation observed in noodles containing 0.25 g MLP and 1.5 g carrageenan, suggesting that this combination creates a gel network with better elasticity. Conversely, combinations with 0.75 g MLP showed reduced deformation, indicating a denser, less flexible structure likely caused by the high solid content of Moringa. This reduction in deformation reflects a loss of elasticity, which can negatively impact sensory properties such as chewiness and mouthfeel. These results align with studies by
Jian et al., (2024), which discussed the impact of protein-polysaccharide interactions on the mechanical properties of gel matrices. Additionally, studies on carrageenan-konjac mixtures indicate that the optimal ratio enhances gel elasticity and mechanical stability, further supporting these observations
(He et al., 2012).
Cohesiveness, which reflects the internal bonding strength of noodles, ranged from 0.45 to 0.60. The highest cohesiveness was observed in noodles containing 1 g carrageenan and 0.25 g MLP, indicating a balanced proportion between carrageenan and Moringa components that promoted a uniform gel network. In contrast, excessive levels of either ingredient reduced cohesiveness, likely due to phase separation and structural heterogeneity within the gel matrix network. This result aligns with findings by
Elleuch et al., (2011), who noted that fiber and protein components enhance cohesiveness at optimal concentrations. These findings align with studies on jelly candies, where balanced interactions between carrageenan and konjac produced cohesive and stable gel matrices
(Kaya et al., 2015). Additionally,
Jian et al., (2024) emphasized that excessive concentrations of hydrocolloids can lead to structural instability, reducing cohesive strength.
Gumminess values ranged from 21.6 to 48.9, with the highest mean observed in noodles containing 0.5 g carrageenan and 0.75 g Moringa Leaf Powder (MLP), while the lowest was found in the combination of 1 g carrageenan and 0.25 g MLP. Two-way ANOVA showed that carrageenan, MLP and their interaction significantly affected gumminess (p<0.001). Treatments with excessive MLP (0.75 g) generally reduced gumminess when combined with higher carrageenan levels, likely due to gel heterogeneity and disruption of matrix uniformity. Conversely, moderate levels of carrageenan and MLP promoted a dense gel network through hydrocolloid-protein synergy, enhancing the mechanical strength of the noodle matrix. These results agree with
Zhang et al., (2023), who reported that optimal hydrocolloid-protein interactions are crucial for achieving stable gel matrices with desirable mechanical strength.
Chewiness values ranged from 0.23 to 0.76, with the highest value observed in noodles containing 0.75 g MLP and 1 g carrageenan. Higher chewiness in this combination may be due to increased gel density and matrix compactness, which require greater energy to break down during mastication. Conversely, the lowest chewiness was found in noodles containing 0.25 g MLP and 1.5 g carrageenan, suggesting that excessive carrageenan without sufficient solid content from MLP leads to a softer, less resistant structure. These results confirm previous findings that hydrocolloid-protein and hydrocolloid-starch interactions can modulate chewiness by altering gel firmness and elasticity
(He et al., 2012; Zhang et al., 2023).
The findings emphasize the importance of balancing carrageenan and MLP concentrations to optimize textural attributes. Among the tested formulations, Moringa 0.5 g and Carrageenan 1 g provided the most consistent performance across hardness, cohesiveness, chewiness and elasticity, indicating stable gel formation without excessive rigidity. Similar synergistic effects between hydrocolloids and plant-based proteins have been reported
(Burey et al., 2008; Elleuch et al., 2011; Williams and Phillips, 2009), highlighting the role of controlled ingredient ratios in achieving balanced mechanical properties
(Jian et al., 2024; Zhang et al., 2023). In agreement,
Thuy et al., (2023) demonstrated that combining MLP with konjac glucomannan and acetylated starch improved noodle firmness and reduced breakage, emphasizing the importance of moderate hydrocolloid–protein interactions. Reviews on gluten-free noodles also noted that κ-carrageenan can mimic gluten-like viscoelasticity
(Lubowa et al., 2025), which aligns with our observation that carrageenan-moringa synergy enhances gel density and elasticity. Although the interaction effect was not statistically significant for all parameters, descriptive trends consistently showed that moderate levels of both ingredients produced a more balanced gel structure. At the same time excessive concentrations tended to reduce deformation and cohesiveness.
Color
The color attributes (L*, a* and b*) of shirataki noodles were significantly influenced by the incorporation of Moringa Leaf Powder (MLP) and carrageenan (p<0.05) as shown in Fig 5.
Brightness (L) declined progressively with increasing MLP concentration (Fig 5a). The control sample (L*= 75.43, a) was significantly brighter than all treatments. At 0.25 g MLP, brightness dropped to 56.68-50.54 (b-c), further decreasing to 49.02-45.28 (c-cd) at 0.5 g and reaching the lowest values at 0.75 g MLP (38.44-44.70, cd-d). These results confirm that MLP was the primary factor reducing brightness through chlorophyll and polyphenol pigments, while carrageenan introduced only minor within-level variations.
The a* values of shirataki noodles ranged from -4.05 to 6.13 (Fig 5b). The control exhibited the highest redness (a* = 6.13), while MLP addition shifted values toward the green region, with the lowest (a* = -4.05) recorded at 0.25 g MLP combined with 1.5 g carrageenan. At higher MLP levels (0.75 g), a* values approached neutrality (-0.49 to -0.34), suggesting pigment modification or carrageenan-pigment interactions that reduced greenness intensity. Overall, MLP was the dominant factor, with carrageenan acting as a secondary modulator.
Yellowness (b*) varied significantly, from 34.52 in the control to 57.83 in fortified noodles (Fig 5c). The control exhibited the lowest b*, reflecting the pale color of konjac-based noodles. Incorporation of 0.25 g MLP markedly enhanced yellowness (highest at 57.83), while 0.5 g MLP yielded intermediate values (49.58-53.09). At 0.75 g MLP, b* declined (44.79-48.67), consistent with chlorophyll masking carotenoids. Carrageenan contributed to minor differences within the same MLP level, reflecting its secondary role through matrix modification and light scattering.
At higher concentrations, however, the dominance of chlorophyll masked yellow tones and led to a darker appearance. Carrageenan, although less influential on its own, played a supportive role by modifying the noodle matrix and indirectly affecting how pigments were expressed. These findings are consistent with previous studies (
Arendse and Jideani, 2022;
Lubowa et al., 2025; Thuy et al., 2023), which highlighted that natural pigments in moringa interact with hydrocolloid systems to influence visual appearance in noodle products strongly.
Nutritional comparison of optimized shirataki noodles with common staple foods
The formulation of porang-based shirataki noodles is presented in Table 1. Calorie testing revealed the significant nutritional advantages of optimized shirataki noodles. Three optimal formulations were identified using the Effectiveness Index method: 0.5 g carrageenan with 0.25 g MLP, 0.5 g carrageenan with 0.5 g MLP and 1.5 g carrageenan with 0.75 g MLP. These formulations combine the functional benefits of MLP, such as protein enrichment and antioxidant properties, with the structural stability provided by carrageenan. With caloric values ranging from 11 to 13 kcal per 100 g, shirataki noodles are a low-calorie alternative to staple foods like white rice and bread, making them ideal for health-conscious consumers. The protein content increased with higher levels of MLP due to the protein-rich composition of Moringa leaves
(Anwar et al., 2007). This increase enhanced the nutritional profile and played a structural role by interacting with carrageenan to strengthen the gel matrix. Conversely, fat content remained minimal, consistent with the low-fat nature of porang flour and Moringa extract
(Rahmi et al., 2019). Variations in carbohydrate content reflected differences in ingredient ratios, with formulations containing higher amounts of Moringa extract showing reduced carbohydrate levels. Ash content, indicative of mineral levels, varied across treatments, with higher mineral profiles observed in formulations with more Moringa extract due to its significant calcium and potassium content
(Anwar et al., 2007). These findings align with previous reports on the nutritional role of
Moringa oleifera as a functional food ingredient.
Ravani et al., (2017) emphasized its importance in improving food and nutritional security, while
Athira et al., (2021) described moringa as a “Miracle Tree” due to its rich composition of proteins, minerals and antioxidants that support human health. The results demonstrate that shirataki noodles offer substantial advantages as a low-calorie and functional food alternative. Shirataki noodles have significantly lower caloric content, ranging from 11-13 kcal per 100 g, compared to white rice (130 kcal/100 g), breakfast bread (293 kcal/100 g) and egg noodles (393 kcal/100 g). Additionally, the high water content of shirataki noodles (above 96%) enhances satiety without adding caloric density, making them particularly appealing to consumers on calorie-restricted diets. The minimal fat content and reduced carbohydrate levels further support their suitability for health-conscious individuals. Moreover, including moringa extract enriches the nutritional profile by increasing protein, calcium, potassium and antioxidant content, providing functional benefits such as improved digestion and potential anti-inflammatory properties
(Anwar et al., 2007). Our findings align
Thuy et al., (2023), who reported that moringa-KGM-acetylated starch fortified noodles improved cooking quality and increased protein and mineral content without substantially raising caloric values. This suggests that moringa can be an effective fortifying agent in low-calorie noodle systems when used at optimized concentrations.
Beyond protein and minerals, moringa leaves are rich in bioactive compounds such as polyphenols and flavonoids, which contribute antioxidant activity
(Moyo et al., 2011). Incorporating moringa into shirataki noodles adds potential functional benefits beyond macronutrient improvement, aligning with consumer demand for health-promoting foods. From a market perspective, the combination of very low calorie density, high satiety value and functional nutrient enrichment positions these optimized shirataki noodles for niche markets such as weight management programs, diabetic-friendly diets and gluten-free functional foods. This aligns with trends noted by
Lubowa et al., (2025), where hydrocolloid-based gluten-free noodles with added functional ingredients are gaining traction among health-conscious consumers.