This work compared 2 practical inoculum carriers under identical fermentation conditions and showed that the choice of substrate can influence process outcomes. Although both carriers supported growth, the rice-based system provided better overall performance, particularly in terms of penicillin yield. This finding suggests that rice can serve as a reliable alternative to proso millet for
P. chrysogenum, especially when a simpler, more accessible, and potentially less expensive solid carrier is needed for inoculum preparation and fermentation (
1,
10). The results also support the concept that even small changes during early culture preparation can have a clear effect on final antibiotic production (
12).
The need for such alternatives becomes more evident when the challenges of penicillin production are considered (
1). Penicillin biosynthesis is not driven solely by the production medium. It also depends on the quality of the starting culture, the sporulation characteristics of the fungus, and the physical properties of the grain or solid substrate used for inoculum preparation. Previous work has shown that cereal-based carriers can influence fungal behavior in different ways. These studies have highlighted the importance of carrier surface properties, moisture level, and nutrient composition in shaping sporulation and downstream production (
13). The present work follows the same logic by asking whether rice, which is widely available and often easier to obtain, can replace millet without compromising performance. The results indicate that rice performed at least as well as millet under the tested conditions and, in terms of final penicillin production, produced a statistically higher yield.
pH is one of the most informative parameters in fungal fermentation because it reflects the metabolic state of the culture (
14). In penicillin production, pH is not merely a background measurement; it affects nutrient uptake, enzyme activity, precursor metabolism, and the balance between growth and secondary metabolism (
15,
16). In this study, both carriers showed the expected pH shift during fermentation. The pH decreased during the early growth phase and then gradually increased during later stages. This pattern indicates active metabolism, nutrient consumption, and a transition toward the secondary metabolic phase. The millet culture showed a slightly greater increase toward the end, whereas the rice culture remained somewhat more stable. Although the final pH values were similar, rice maintained a more balanced profile. This may indicate that rice supported a smoother transition from growth to production. A stable pH profile is often considered favorable in penicillin fermentation because it allows continued antibiotic production without substantial metabolic stress (
17).
PMV provides an indirect yet practical estimate of fungal biomass. Although it does not fully represent fungal growth, it remains useful for comparative evaluation of cultures grown under identical conditions (
18). In this study, PMV increased in both systems, indicating that both rice and millet supported fungal growth. The increase was steady, and by the end of fermentation, the 2 systems reached very similar values. This result is important because it shows that rice did not reduce biomass formation. At the same time, the slightly more organized development observed in the rice system suggests that biomass formation may have been more uniform. This distinction is relevant because excessive or uneven biomass is not always beneficial in penicillin fermentation. Optimal antibiotic production typically results from balanced growth rather than maximal mycelial mass. Earlier reports also indicate that biomass quality and its distribution on the substrate can be more important than quantity alone (
19). Accordingly, the PMV results support the view that rice can generate a strong inoculum while maintaining conditions suitable for secondary metabolite production. These results are consistent with previous reports (
13).
Fungal morphology is closely linked to the physiological state in filamentous fungi (
20). Branching, fragmentation, compactness, and the distribution of hyphae across the substrate can affect oxygen transfer, nutrient access, and metabolite release. In the millet culture, the fungus showed clear branching and fragmentation as fermentation progressed, and growth became denser later. The rice culture showed the same overall trend. These observations suggest that rice, similar to millet, provided a surface that allowed the fungus to colonize in a cleaner and more controlled manner. This pattern may help explain the improved penicillin yield, because a more regular mycelial structure can enhance mass transfer and reduce local overcrowding on the grain surface. Similar morphological differences have been reported in studies of solid-state sporulation, in which grain type influenced branching patterns, colony compactness, and the ability of the fungus to form a stable and productive inoculum (
20-
22).
The most important finding of this study was the higher penicillin production in the rice system. Although both carriers supported production, rice provided a higher final yield. The absolute difference was modest, but it was sufficient to indicate a real treatment effect. The final penicillin level from rice was approximately 1.1 times higher than that from millet. This increase is meaningful, particularly because it resulted from a simpler carrier rather than a major change in fermentation design. The findings suggest that the grain carrier itself has a substantive role in shaping culture productivity, consistent with a previous report on rice (
13). One possible explanation is that rice provides a more favorable physical environment for sporulation and inoculum development. Another is that rice may promote the formation of a more consistent mycelial network, thereby improving access to oxygen and precursor molecules during the production phase.
One plausible explanation for the better performance of rice is its grain composition. Rice is mainly starch-rich, with approximately 78% starch and 6% to 7% protein, whereas proso millet contains approximately 70% to 74% carbohydrate, 9.4% to 9.9% protein, and 1.2% to 3.8% ash and fat, and millets are generally richer in fiber and minerals. In practical terms, rice provides a more starch-dominant and less complex matrix, whereas millet is nutritionally denser and structurally more complex (
23,
24). This difference may influence water uptake, surface colonization, and mycelial spread across the grain, consistent with the more orderly morphology and higher penicillin yield observed in the rice system in this study.
The superiority of rice is also relevant from a process design perspective. Rice is widely available in many countries and is often easier to obtain in large quantities (
25). In settings where millet is imported or available only in limited supply, this difference may improve practicality and supply reliability. However, the present study did not include a formal economic analysis; therefore, any cost advantage should be evaluated separately under local market conditions.
Another important consideration is the balance between growth and production. The results suggest that rice did not simply increase fungal growth; rather, it supported a better balance between biomass formation and secondary metabolism. This outcome is preferable to situations in which biomass increases but penicillin production remains unchanged or declines. In fungal biotechnology, increased growth is not necessarily beneficial. The producer strain must reach a physiological state that favors antibiotic synthesis, and the sporulation carrier can influence that state from the outset. In this study, rice appears to have guided the culture toward that favorable state more effectively than millet. This may explain the slightly more stable pH profile, the more organized mycelial structure, and the higher final antibiotic level.
5.1. Study Limitations and Conclusions
This study has limitations. Only 1 fungal strain was tested, and only 1 type of rice and 1 type of millet were compared under a single set of fermentation conditions. The work did not investigate different grain sizes, moisture levels, incubation times, or inoculum loads within a comprehensive optimization design. It also did not compare rice with other potential carriers, such as wheat, sorghum, or barley. Therefore, the present findings should be interpreted as a strong comparative result rather than a definitive conclusion for all fermentation systems. Future studies should test different rice cultivars, refine moisture and cooking conditions, and evaluate the process at a larger scale. It would also be useful to determine whether the same advantage of rice is observed with other Penicillium strains or in other solid-state inoculum systems.
In addition, a formal cost comparison was not performed in this study; therefore, any economic advantage of rice over proso millet should be evaluated in future work under defined local market conditions.
The present study showed that rice performed at least as well as proso millet in supporting fungal growth and performed better in final penicillin production. It provided a favorable pH profile, supported suitable biomass formation, and produced an orderly fungal morphology. Both carriers showed broadly similar fermentation behavior throughout the process, indicating that rice can maintain general performance comparable to millet. Overall, these results suggest that rice is a practical and effective alternative for penicillin fermentation. Most importantly, it led to a higher penicillin yield. If future studies confirm these results under optimized and scaled-up conditions, rice could become a practical carrier for penicillin fermentation in a broader industrial context.