3.1. Morphological and Growth Responses
Various photosynthetic photon flux density (PPFD) levels and far-red light supplementation have distinct effects on the morphological development and growth of
C. asiatica. Results from 5 weeks of cultivation demonstrated that far-red light supplementation (+FR) significantly altered the morphological development of
C. asiatica (
Figure 1).
Plants subjected to far-red (FR) light supplementation exhibited typical shade-avoidance responses, including enhanced vertical growth, petiole elongation, and leaf expansion. Notably, during weeks 2 to 3, FR-treated plants developed a more erect canopy architecture and exhibited a brighter green coloration. These morphological and visual changes are likely mediated by phytochrome B inactivation signaling pathways, as described by Smith and Whitelam [
19], and may involve altered gene expression related to chloroplast development, as noted by Casal et al. [
20]. In contrast, plants grown without FR supplementation displayed a rosette growth pattern with pronounced horizontal expansion, particularly under 100–150 μmol·m
−2·s
−1 PPFD. Active stolon development was frequently observed in these groups, a trait highlighted by Tewolde et al. [
21] as beneficial for vegetative propagation in medicinal plant cultivation systems.
From the first week of cultivation, plants receiving far-red light supplementation (+FR) began showing differences compared to the control groups without supplementation. By week 2, plants in the far-red light treatment groups (50FR, 100FR, 150FR, 200FR) exhibited distinct vertical growth and petiole elongation, with leaves displaying brighter and more vivid green coloration. In contrast, plants in treatments without far-red light supplementation (50, 100, 150, 200) maintained relatively dark green leaves and a compact form. These differences, as Hogewoning et al. [
22] noted, demonstrate varying sensitivities to far-red light among plant species, with
C. asiatica’s high sensitivity potentially related to its ecological adaptation as tropical understory vegetation. By weeks 3–4, the differences between treatments became more pronounced. Plants in the far-red light supplementation groups developed notably longer petioles and expanded leaf structures, particularly evident in the 100FR, 150FR, and 200FR treatment groups.
The vertical growth promotion and leaf area expansion due to far-red light supplementation may enhance spatial utilization efficiency and increase light capture area, potentially improving biomass productivity [
10]. In contrast, treatments without far-red light supplementation formed dense rosette structures with more leaves and shorter petioles. Comparing final morphological characteristics at week 5, treatments without far-red light supplementation, especially the 100 and 150 μmol·m
−2·s
−1 groups, showed active stolon development and distinct horizontal expansion. Particularly in the 100 μmol·m
−2·s
−1 treatment, long and developed stolons were observed. In contrast, far-red light supplementation groups promoted vertical growth rather than stolon development, forming vertical structures with longer petioles and relatively fewer leaves (
Figure 2).
Growth parameter analysis revealed that leaf number was significantly higher in treatments without far-red light supplementation, with the 150 μmol·m
−2·s
−1 treatment showing the maximum value of 21.33 ± 7.51 (
p < 0.05). Conversely, far-red light treatment groups showed a marked decrease in leaf number, with the 50FR treatment recording the minimum value of 6.00 ± 1.73. This suggests that far-red light inhibits leaf formation in
C. asiatica, a phenomenon previously reported in other rosette plant species [
23].
Leaf length, leaf width, and petiole length increased significantly with far-red light treatment. Notably, petiole length in far-red light treatment groups was approximately 1.6–2.8 times longer than control groups, representing a characteristic phenotype of far-red light-induced shade avoidance response. This morphological change can be understood as an adaptation strategy for understory plants in forest environments to detect shade from canopy plants and optimize light capture [
24]. In contrast, root length tended to decrease with far-red light treatment, interpreted as part of an above-ground growth prioritization strategy.
A notable finding is that morphological changes in
C. asiatica due to far-red light treatment interact with photosynthetic photon flux density to create complex effects. Leaf area was highest in the 150 μmol·m
−2·s
−1 (123.72 ± 23.60 cm
2) and 200FR (114.47 ± 0.29 cm
2) treatments, while lowest in the 50FR treatment (42.67 ± 0.38 cm
2). Similar to observations by Li and Kubota [
25] in lettuce, far-red light supplementation reduced overall productivity at low PPFD levels (50 μmol·m
−2·s
−1) but increased biomass production at high PPFD levels (200 μmol·m
−2·s
−1). This suggests that morphological changes induced by far-red light can lead to productivity improvements when adequate photosynthetic input is available.
Fresh and dry weight measurements showed that above-ground fresh weight was highest in the 150 μmol·m
−2·s
−1 (6.35 ± 2.45 g) and 200FR (6.12 ± 0.55 g) treatments, while both above-ground and below-ground dry weights were highest in the 200FR treatment. This suggests that the combination of sufficient photosynthetic input and far-red light morphogenic effects created synergy to maximize biomass production [
10]. Three-way ANOVA results showed highly significant main effects of far-red light (FR) and cultivation time (T) on most morphological parameters (
p < 0.001) (
Table 1). Particularly pronounced were the effects of far-red light on leaf number, leaf length, leaf width, and petiole length (F = 86.08, 68.90, 62.34, 138.64, respectively,
p < 0.001), indicating that far-red light plays a crucial role in leaf morphology and structure. Additionally, significant two-way and three-way interactions were observed in many parameters, demonstrating that the effects of light intensity and far-red light are interdependent rather than independent. These statistical results confirm that
C. asiatica’s growth and development respond very sensitively to light environment conditions, particularly confirming the important role of far-red light in plant morphogenesis and resource allocation [
26]. Far-red light supplementation altered resource allocation patterns in
C. asiatica, promoting above-ground growth while relatively reducing below-ground growth. This represents a typical shade avoidance response mediated through phytochrome-mediated signaling pathways, interpreted as a strategic adaptation where plants prioritize allocating limited resources to above-ground growth [
24]. Interestingly, the combination of high PPFD levels (200 μmol·m
−2·s
−1) and far-red light supplementation (200FR) optimized the overall productivity of
C. asiatica. The response to far-red light observed in
C. asiatica highlights the need to note that plant species can show varied responses to far-red light. The high sensitivity to far-red light observed in this study may relate to
C. asiatica’s ecological adaptation as tropical understory vegetation [
27], reflecting survival strategies in its natural habitat. Additionally, far-red light supplementation resulted in a visually brighter green leaf appearance, suggesting potential alterations in chloroplast-related development. This visual observation may provide a basis for future research on light-responsive regulation of bioactive compound biosynthesis in
C. asiatica [
28].
These findings suggest that different light environment control strategies can be applied according to production objectives in the commercial cultivation of
C. asiatica. For propagation-focused plant production, light environments with low far-red light ratios and moderate PPFD levels (100–150 μmol·m
−2·s
−1) may be suitable, promoting increased leaf number and stolon development advantageous for propagation [
29]. Conversely, the combination of high PPFD (200 μmol·m
−2·s
−1) and far-red light supplementation can be effective for maximizing biomass and functional component production. This combination maximizes above-ground biomass production, potentially increasing functional component yields.
3.2. Triterpene Glycoside Accumulation and the Influence of Light Conditions
The accumulation of triterpene glycosides was monitored over a 5-week period under varying far-red (FR) light supplementation treatments (50FR, 100FR, 150FR, and 200FR) while maintaining equivalent base light intensities (50, 100, 150, and 200 µmol·m
−2·s
−1) (
Figure 3). Three-way ANOVA revealed highly significant effects of light intensity (L), time (T), and their interactions for all compounds (
p < 0.001). Notably, FR treatment showed compound-specific effects, with significant direct effects on madecassoside and asiaticoside (F = 38.76,
p < 0.001 and F = 32.15,
p < 0.001, respectively), but non-significant direct effects on madecassic acid and asiatic acid (F = 3.24, NS and F = 2.98, NS, respectively) (
Table 2).
These findings suggest that FR light may influence the biosynthesis of triterpene glycosides through specific regulatory pathways, while its effect on triterpene acids was not statistically significant under the conditions tested. At the beginning of the experiment (week 0), there were no significant differences in triterpene glycoside content among all treatment groups (
p > 0.05). Initial concentrations were high for madecassic acid (13.23 ± 1.58 mg/g) and asiatic acid (8.66 ± 0.34 mg/g), while madecassoside (3.31 ± 0.09 mg/g) and asiaticoside (2.52 ± 0.10 mg/g) were detected at moderate levels. The total centelloside content was measured at 27.72 ± 1.82 mg/g. After treatment initiation, madecassoside and asiaticoside exhibited similar temporal accumulation patterns across treatments, though the magnitude of changes varied with FR supplementation. Both glycosides showed a significant decrease at week 1 (declining to 0.06 ± 0.00 mg/g and 0.09 ± 0.00 mg/g, respectively;
p < 0.001 compared to baseline), followed by a gradual recovery in subsequent weeks. This initial decline may be interpreted as a temporary stress response occurring during the plant’s adaptation process to changes in light environment [
30].
Comparing treatments, the 200FR treatment resulted in the highest madecassoside content at week 5 (6.73 ± 0.17 mg/g), which was significantly higher than the control 200 base light intensity treatment (4.17 ± 0.03 mg/g) (p < 0.001). Similarly, asiaticoside reached its maximum content in the 200FR treatment at week 3 (6.55 ± 0.05 mg/g). In contrast to glycosides, triterpene acids (madecassic acid and asiatic acid) did not show significant direct responses to FR treatment, although treatment × time interactions were significant (p < 0.01). This suggests that FR light affects the temporal pattern of changes in triterpene acids rather than their biosynthesis directly. Notably, the 150 FR treatment displayed significantly higher levels of madecassic acid (5.46 ± 0.05 mg/g) and asiatic acid (6.48 ± 0.06 mg/g) at week 5 compared to other FR treatments (p < 0.01).
These differential accumulation patterns between glycosides and acids observed in both FR and non-FR treatments suggest that FR light may modulate the triterpene biosynthetic pathway by selectively enhancing glycoside accumulation, possibly via regulatory effects on glycosylation processes rather than overall pathway differentiation. Triterpene acids serve as precursors for glycosides [
1], and our data suggest that FR light might enhance glycoside biosynthesis by promoting the glycosylation process through increased activity or expression of glycosyltransferases. This is supported by the pattern of sustained glycoside increase and gradual acid decrease observed in the 200FR treatment. Plants sense FR light through phytochrome B [
19], and the resulting signaling may selectively upregulate genes related to glycosylation [
31].
FR supplementation had differential effects on total centelloside content depending on light intensity. At low light intensity (50 FR), total centelloside content decreased continuously over time, reaching its lowest level at week 5 (8.42 ± 0.27 mg/g). At medium light intensity (100 FR), a transient increase was observed at week 2 (24.38 ± 0.95 mg/g) followed by a decline, while the 150 FR treatment reached peak accumulation at week 3 (23.50 ± 0.56 mg/g) and maintained substantial levels at week 5 (15.30 ± 0.14 mg/g). The 200 FR treatment exhibited relatively higher total centelloside content at both week 3 (22.30 ± 0.40 mg/g) and week 5 (19.38 ± 0.57 mg/g) compared to other treatments, although the differences with 100 FR and 150 FR were not substantial. A
supplementary table (Table S1) is provided to present detailed mean and standard deviation values for each treatment and time point. The statistical significance of three-way interactions (L × FR × T) for all compounds (
p < 0.001) indicates that the effect of FR light on triterpene glycoside accumulation depends on both light intensity and cultivation time. These results demonstrate that secondary metabolite biosynthesis in
C. asiatica is regulated by complex environmental signal integration rather than the influence of a single factor. While the 200 FR treatment was most effective for madecassoside and asiaticoside accumulation, the 150 FR treatment showed superior results for maintaining madecassic acid and asiatic acid levels. These differential responses suggest that the phytochrome photoreceptor system may differentially affect various branches of the triterpene biosynthetic pathway [
30].
The findings of this study have important practical implications for the commercial cultivation and optimization of triterpene glycoside production in C. asiatica. Since the 200 FR treatment was most effective for maintaining sustained total centelloside content, this can be directly applied to the development of cultivation protocols in plant factories or controlled environment agriculture. However, considering the differential effects on specific triterpene compounds, there is a need to customize light conditions according to the target compounds of interest. For example, the 200 FR treatment would be optimal if madecassoside and asiaticoside are the primary target compounds, while the 150 FR treatment might be more suitable if production of madecassic acid and asiatic acid is prioritized. While our data suggest that FR light may modulate glycoside biosynthesis through glycosylation-related mechanisms, the specific molecular regulators, such as glycosyltransferases, remain to be identified. Future transcriptomic or enzyme activity studies are warranted to confirm these regulatory pathways and elucidate the gene networks involved.
The accumulation of triterpene glycosides was monitored over a 5-week period under varying far-red (FR) light supplementation treatments (50 FR, 100 FR, 150 FR, and 200 FR) while maintaining equivalent base light intensities (50, 100, 150, and 200). Three-way ANOVA revealed highly significant effects of light intensity (L), time (T), and their interactions for all compounds (
p < 0.001). Notably, FR treatment showed compound-specific effects, with significant direct effects on madecassoside and asiaticoside (F = 38.76,
p < 0.001 and F = 32.15,
p < 0.001, respectively), but non-significant direct effects on madecassic acid and asiatic acid (F = 3.24, NS and F = 2.98, NS, respectively) (
Table 2).
These findings suggest that FR light may influence the biosynthesis of triterpene glycosides through specific regulatory pathways, while its effect on triterpene acids was not statistically significant under the conditions tested. At the beginning of the experiment (week 0), there were no significant differences in triterpene glycoside content among all treatment groups (
p > 0.05). Initial concentrations were high for madecassic acid (13.23 ± 1.58 mg/g) and asiatic acid (8.66 ± 0.34 mg/g), while madecassoside (3.31 ± 0.09 mg/g) and asiaticoside (2.52 ± 0.10 mg/g) were detected at moderate levels. The total centelloside content was measured at 27.72 ± 1.82 mg/g. After treatment initiation, madecassoside and asiaticoside exhibited similar temporal accumulation patterns across treatments, though the magnitude of changes varied with FR supplementation. Both glycosides showed a significant decrease at week 1 (declining to 0.06 ± 0.00 mg/g and 0.09 ± 0.00 mg/g, respectively;
p < 0.001 compared to baseline), followed by a gradual recovery in subsequent weeks. This initial decline may be interpreted as a temporary stress response occurring during the plant’s adaptation process to changes in the light environment [
31].
Comparing treatments, the 200 FR treatment resulted in the highest madecassoside content at week 5 (6.73 ± 0.17 mg/g), which was significantly higher than the control 200 base light intensity treatment (4.17 ± 0.03 mg/g) (p < 0.001). Similarly, asiaticoside reached its maximum content in the 200 FR treatment at week 3 (6.55 ± 0.05 mg/g). In contrast to glycosides, triterpene acids (madecassic acid and asiatic acid) did not show significant direct responses to FR treatment, although treatment × time interactions were significant (p < 0.01). This suggests that FR light affects the temporal pattern of changes in triterpene acids rather than their biosynthesis directly. Notably, the 150 FR treatment displayed significantly higher levels of madecassic acid (5.46 ± 0.05 mg/g) and asiatic acid (6.48 ± 0.06 mg/g) at week 5 compared to other FR treatments (p < 0.01).
These differential accumulation patterns between glycosides and acids observed in both FR and non-FR treatments suggest that FR light may modulate the triterpene biosynthetic pathway by selectively enhancing glycoside accumulation, possibly via regulatory effects on glycosylation processes rather than overall pathway differentiation. Triterpene acids serve as precursors for glycosides [
1], and our data suggest that FR light might enhance glycoside biosynthesis by promoting the glycosylation process through increased activity or expression of glycosyltransferases. This is supported by the pattern of sustained glycoside increase and gradual acid decrease observed in the 200 FR treatment. Plants sense FR light through phytochrome B [
19], and the resulting signaling may selectively upregulate genes related to glycosylation [
32].
FR supplementation had differential effects on total centelloside content depending on light intensity. At low light intensity (50 FR), total centelloside content decreased continuously over time, reaching its lowest level at week 5 (8.42 ± 0.27 mg/g). At medium light intensity (100 FR), a transient increase was observed at week 2 (24.38 ± 0.95 mg/g) followed by a decline, while the 150 FR treatment reached peak accumulation at week 3 (23.50 ± 0.56 mg/g) and maintained substantial levels at week 5 (15.30 ± 0.14 mg/g). The 200 FR treatment exhibited relatively higher total centelloside content at both week 3 (22.30 ± 0.40 mg/g) and week 5 (19.38 ± 0.57 mg/g) compared to other treatments, although the differences with 100 FR and 150 FR were not substantial. A supplementary table (
Table S1) is provided to present detailed mean and standard deviation values for each treatment and time point. The statistical significance of three-way interactions (L × FR × T) for all compounds (
p < 0.001) indicates that the effect of FR light on triterpene glycoside accumulation depends on both light intensity and cultivation time. These results demonstrate that secondary metabolite biosynthesis in
C. asiatica is regulated by complex environmental signal integration rather than the influence of a single factor. While the 200 FR treatment was most effective for madecassoside and asiaticoside accumulation, the 150 FR treatment showed superior results for maintaining madecassic acid and asiatic acid levels. These differential responses suggest that the phytochrome photoreceptor system may differentially affect various branches of the triterpene biosynthetic pathway [
20].
The findings of this study have important practical implications for the commercial cultivation and optimization of triterpene glycoside production in C. asiatica. Since the 200 FR treatment was most effective for maintaining sustained total centelloside content, this can be directly applied to the development of cultivation protocols in plant factories or controlled environment agriculture. However, considering the differential effects on specific triterpene compounds, there is a need to customize light conditions according to the target compounds of interest. For example, the 200 FR treatment would be optimal if madecassoside and asiaticoside are the primary target compounds, while the 150 FR treatment might be more suitable if production of madecassic acid and asiatic acid is prioritized.
3.3. Correlation and PCA Analysis
Principal Component Analysis (PCA) was performed to explore the complex relationships between triterpene glycoside accumulation and growth parameters over the 5-week cultivation period (
Figure 4). Two separate analyses were conducted based on treatment conditions: base light intensity treatments (50, 100, 150, and 200 μmol·m
−2·s
−1) and far-red supplementation treatments (50 FR, 100 FR, 150 FR, and 200 FR μmol·m
−2·s
−1).
Compared to base light treatments (
Figure 4A), far-red supplementation (
Figure 4B) altered the relationship patterns between morphological traits and triterpene glycoside accumulation, as visualized by distinct shifts in principal component loading vectors. Although no formal statistical test was performed on PCA group separation, the increased proportion of explained variance (Dim1: 65.9%) indicates stronger covariance among variables under FR conditions. Weeks 1–2 samples are positioned in the negative direction of Dim1, while weeks 4–5 samples are distributed toward the positive direction, indicating a clear time-dependent progression in plant development and metabolite accumulation. Triterpene compounds demonstrated distinct clustering patterns under base light intensity conditions. Glycosidic triterpenes (madecassoside and asiaticoside) and total centelloside clustered together in the positive direction of Dim2, while aglycone triterpenes (madecassic acid and asiatic acid) were positioned in the negative direction of Dim1, showing clear separation from their glycosidic counterparts. Growth parameters, including leaf area, number of leaves, shoot fresh weight, and leaf width, were positioned along the positive direction of Dim1, indicating their association with plant development in later growth stages.
Under far-red supplementation treatments (
Figure 4B), the relationship patterns changed significantly, with the first two principal components explaining a higher proportion of variance. Dim1 alone accounted for 65.9% of the total variance, demonstrating that far-red light induced more coordinated changes in both growth and secondary metabolite accumulation. The temporal clustering of samples remained evident, with week 1 samples clearly separated from later weeks, particularly week 5 samples, which showed the greatest distance along Dim1. In the far-red treatment group, centelloside and related glycosidic triterpenes (madecassoside and asiaticoside) were positioned in the positive direction of Dim2, while root dry weight, shoot dry weight, and leaf metrics (leaf length, leaf width, leaf area) clustered together along the positive direction of Dim1. This suggests that far-red light strengthens the association between plant biomass accumulation and specific morphological traits during later growth stages [
8]. A notable difference between the two treatment types was the altered positioning of growth parameters relative to triterpene compounds. Under far-red supplementation, the number of leaves and petiole length showed stronger association with plant development metrics compared to base light treatments, suggesting that far-red light modifies resource allocation patterns between vegetative growth and secondary metabolite production. The temporal progression visualized through weekly clustering in both PCA biplots highlights the dynamic nature of growth and triterpene accumulation in
C. asiatica. Early growth stages (weeks 1–2) were characterized by higher relative levels of aglycone triterpenes (madecassic acid and asiatic acid), while later stages (weeks 4–5) showed increased association with glycosidic triterpenes (madecassoside and asiaticoside) and enhanced growth parameters. These multidimensional analysis results emphasize the importance of both light intensity and spectral quality for optimizing triterpene glycoside production in
C. asiatica. The temporal dynamics revealed through PCA provide valuable insights for determining optimal harvest timing and cultivation conditions for the commercial production of specific bioactive compounds [
4].
Pearson correlation analysis revealed intricate relationships between growth parameters and triterpene compounds (
Figure 5). The correlation matrix elucidated distinct patterns of association between biomass allocation metrics and secondary metabolite accumulation. Morphological growth parameters exhibited strong intercorrelations, with leaf length and leaf width demonstrating a particularly robust positive correlation (r = 0.97,
p < 0.001). The observed strong positive correlation between leaf area and shoot fresh weight (r = 0.99,
p < 0.001) substantiates the critical role of photosynthetic surface area in determining aboveground biomass formation [
3].
Triterpene compounds demonstrated compound-specific correlation patterns. The glycosidic triterpenes (madecassoside and asiaticoside) were strongly correlated with each other (r = 0.97, p < 0.001), as were their respective aglycones, madecassic acid, and asiatic acid (r = 0.77, p < 0.001). These findings suggest coordinated regulation of biosynthetic pathways within structurally similar triterpene compounds. The relationship between growth parameters and triterpene accumulation provided significant physiological insights into resource allocation trade-offs. Madecassic acid exhibited significant negative correlations with multiple growth parameters, most notably with root length (r = −0.87, p < 0.001). Similarly, asiatic acid displayed moderate to strong negative correlations with key growth indices (r = −0.55 to −0.65, p < 0.001). These results align with the growth–defense balance hypothesis, demonstrating the trade-off between primary metabolism for biomass accumulation and secondary metabolism for defense-related compounds. Notably, madecassoside and asiaticoside, unlike other triterpene compounds, showed weak positive correlations with certain growth parameters (particularly leaf width, r = 0.33 and 0.40, p < 0.05). This differential correlation pattern suggests that specific secondary metabolite biosynthetic pathways may be selectively activated depending on plant developmental stages or environmental conditions, warranting further investigation through metabolomic profiling studies. Centelloside exhibited moderate negative correlations with overall growth parameters (r = −0.42 to −0.58, p < 0.01). This reflects the physiological mechanism by which plants redistribute carbon resources between growth and defense mechanisms in response to environmental stressors or cultivation conditions, interpretable within the context of optimal defense theory. These findings provide crucial baseline data for developing cultivation strategies that optimize the balance between biomass production and bioactive compound content in medicinal plants.