3.1. Effect of Lactic Acid Bacteria on Maize Silage
The chemical composition of maize silage after the different ensiling periods is presented in
Table 1. After the three days ensiling period, there was no significant difference in the chemical compositions among treatments. However, at 40 days, the LAB treatments showed a significant difference (
p < 0.05) in DM and OM. The highest DM contents were for the PC, LPL and LA treatments, 32.61%, 33.51% and 33.42%, respectively. The low DM content of the LPA treatment may be a consequence of the fermentation process, which causes DM losses whose magnitude is dependent on the inoculation level and the ensiling period [
32].
The consumption of carbohydrates by LAB metabolism may be responsible for the DM loss seen in the study [
5]. The observed DM loss in this study differed from the observations made by Santos et al. [
11] which showed that DM content was not affected by LAB inoculation of maize silage. However, it was found that the utilization of additives was effective in reducing DM losses in only 35% of the studies [
11]. DM content was highest in maize subjected to the PC, LPL, and LA treatments. This was expected as
L. plantarum and
L. acidophilus are commonly isolated from silage and are also preferred as silage additives [
33].
The LPL treatment resulted in a numerically higher CP content in the maize silage compared to the other treatments after 40 days of ensiling (
p = 0.081). In contrast, several studies have indicated that CP content is not affected by the addition of bacterial inoculant in the silage-making process [
11,
14,
34]. The NDF and ADF contents showed a similar pattern across treatments being low in both the PC and LA treatments. The neutral detergent fiber in the LAB treatments was also not different from the NC treatment. This finding is similar to that reported by Contreras-Govea et al. [
9], where no differences were observed between the control and LAB treated silages. Other studies are in agreement with the present finding, reporting no effect of bacterial inoculants on NDF and ADF [
10,
34,
35,
36]. However, there was an observable decrease in NDF, which can be attributed to the degradation of hemicellulose, which is relatively abundant in maize silage, under the acidic conditions of the ensiling process [
37,
38].
The pH of silage extracts at the end of the ensiling (40 days) was not affected by the inoculants used (
Table 2). Keles and Demirci [
39] and Kung Jr et al. [
40] concluded that the addition of homofermentative bacteria results in a rapid drop in pH due to the increased production of lactic acid during fermentation. The results of the current study could not confirm this conclusion as all homofermentative bacteria used did not significantly reduce silage pH compared to the NC treatment. On the other hand, several studies seem to concur that bacterial inoculants do have a significant effect on the reduction of pH in silage. An accepted explanation as to why the addition of inoculants sometimes does not show an effect on pH reduction is competition with epiphytic LAB [
8], and maize silage is known to have a high epiphytic LAB population [
33]. During the ensiling process, homofermentative LAB mainly produce lactate as their primary product of sugar fermentation [
41]. All treatments had numerically higher (
p = 0.076) lactic acid production compared with NC. The LPA treatment numerically had the highest lactic acid production. The acetate present in the LPA and LA treated maize silages after 40 days of ensiling was higher compared to the NC treatment. The lactate to acetate ratios for the LAB treatments were 3.4, 3.5, and 3.0 for LPA, LPL, and LA treatment, respectively. These lactate to acetate ratios were higher than those reported by Huisden et al. [
42], however similar to those found by Filya and Sucu [
10] and Weinberg and Muck [
33] in their studies on LAB-treated maize silage. The ammonia-N as a proportion of total-N was significantly lower (
p < 0.05) in the NC treatment than the LPA and LA treatments and similar to the PC and LPL treatments. Among the LAB treatments, the LPL treatment recorded the lowest ammonia-N (
Table 2). In the determination of spoilage of the silage, it was found that fungal spoilage was significantly lower in maize silage treated with LPL (
p < 0.05) compared with the other LAB treatments but similar to the NC treatment. The number of lactobacilli was lower (
p < 0.05) in LPA than that of the rest of the treatments.
The effects of LAB inoculated maize silage on in vitro rumen fermentation are shown in
Table 3. There was no difference among treatments in dry matter digestibility (DMD). Similar observations were made by Muck et al. [
43], where they did not report any differences between LAB-treated silage and the control on DMD after a 24 h in vitro rumen fermentation. Except for the LPA, LAB-treated silages showed numerically higher DMD compared with the NC treatment, although it was not statistically different. A Weinberg et al. [
44] study showed that LAB inoculants could potentially improve DMD, which would, in turn, enhance animal performance. Gas production was significantly different (
p < 0.05) across the treatments after a 24 h incubation period. The NC, LPL and LA treatments had higher gas production compared to the PC and LPA treatments whose gas production was similar. However, the values of PC and LPA seemed to erroneous relative to their DMDs and it was unclear why such values were obtained. After 6 h of incubation, the pH of treated maize was different (
p < 0.05) across the treatment. The pH of the PC and LPA treatments was higher (
p < 0.05) than the rest of the treatments. In the present study, a comparison of the fermentation characteristics during ensiling and in vitro rumen fermentation showed that all LAB used were marginally effective in producing quality maize silages. With lower DM loss and pH, and the lower counts of fungi and yeast,
L. plantarum appeared to be better for maize silage. These findings are in agreement with previous studies [
8,
11].
3.2. Effect of Lactic Acid Bacteria on Rice Straw Silage
Rice straw is an agricultural by-product with low nutritive value; it is low in CP but high in lignin and silica contents [
45]. Due to its low nutritive value, it fails to meet energy and protein requirements of ruminants [
46]. The addition of LAB in rice straw silage has been thought to improve the nutritional value of the rice straw. The chemical composition of rice straw after ensiling for 3, 7, 20, and 40 days is presented in
Table 4. There was a significant difference (
p < 0.05) in DM across the treatments after days 3, 20 and 40. At the end of the 40-day ensiling period, the LPA treatment had the lowest DM compared to the other treatments. The DM contents reported in the current study were similar in range to those reported by Li et al. [
47], which were between 28.9 to 39.3%. CP content after 40 days of ensiling was higher (
p < 0.05) in the LAB treated silages compared to NC treatment. Similar observations were made by Li et al. [
47]. This was contrary to the findings of Gao et al. [
48], who showed no effects of silage inoculation on CP content. The LA treatment had the least NDF content after 40 days, which was significantly lower than the other treatments except for the PC treatment, which had similar NDF content. This was in line with what was reported by Li et al. [
47]. With regards to the difference in NDF content that exists between inoculated and uninoculated silage substrates. Neutral detergent fiber and ADF appear to have been degraded toward the end of the ensiling period. As was seen with NDF, the LA treatment had significantly lower ADF than the rest of the treatments (
p < 0.05).
The treatments significantly affected the pH of rice straw silage after 40 days (
p < 0.05,
Table 5.). Among the LAB treatments, the PC treatment resulted in the lowest pH, followed by LA and LPA treatments. The NC treatment resulted in a higher (
p < 0.05) ammonia-N production than the other treatments, though this was similar to the LPL and LPA treatments. Fungi, yeast, and Lactobacillus as determinants of silage spoilage were not statistically significant. The proliferation of the genus Bacillus was significantly affected by the inoculation of the silage substrate (
p < 0.05), with the LPL treatment having the least effect on Bacillus and the LA treatment having the most. The fermentation characteristics seen in the current study indicate that, except for the LPL treatment, rice straw treated by LAB inoculation produced silage that had lower pH compared to that which was not treated. The depressed pH in the case of LAB inoculated rice straw silage is associated with the production of lactic acid during fermentation. Several studies have also reported similar differences between LAB treated and untreated rice straw silage [
47,
48,
49].
The in vitro rumen fermentation characteristics of ensiled rice straw are shown in
Table 6. The DMD of rice straw silage was different (
p < 0.05) at 6 and 24 h of incubation due to the treatments. At the end of the 24 h incubation, the PC and LA treatments had the highest DMD compared to other treatments. Our result was in contrast with the study conducted by Chen et al. [
50], which had shown no differences in DMD of rice straw treated by
L. acidophilus. The pH of the ensiled rice straw was significantly affected (
p < 0.05) by treatment, with the pH of all LAB treatments being lower than that of NC. However, by 24 h of digestion, all treatments had similar pH. There was no significant difference in gas production across all treatments (
p = 0.157). Ammonia-N differed significantly across the treatments at 6 h of incubation (
p < 0.05). The LA and LPL treatments had higher concentration of ammonia-N compared to the rest of the treatments. The rice straw silage treated with the LA had the highest CP, and consequently, the amount of protein and amino acids available for deamination onto ammonia-N is likely to be increased. However, another factor that influences the degradation of protein is energy availability [
51]. Rice straw has low amounts of energy due to the high level of cell wall content, with some indigestible components (i.e., lignin and silica). Such discrepancy in terms of energy and protein availability to ruminal microorganisms may lead to waste on ammonia-N.
This study investigated cultures of LAB as inoculums for both maize and rice straw silage. These two silage materials are quite different in chemical composition and other characteristics. Generally, maize silage has relatively lower DM content and higher OM compared to rice straw silage. CP content was higher in maize silage compared to rice straw silage. On the other hand, rice straw silage had higher NDF and ADF values. Both silages showed declining pH after 40 days of fermentation by LAB. With the organic acid compounds, maize silage had higher lactate–acetate ratio than rice straw silage.
3.3. Principal Component Analysis
Principle component analysis was conducted to investigate the effects of LAB on the pattern of silage fermentation characteristics.
Figure 1 shows the biplots for maize and rice straw silages based on fermentation products (lactic acid, acetic acid, and pH). The biplots divided the observed data into two clusters. The left cluster is mainly comprised of rice straw silage, and the right cluster maize silage. This indicates that the fermentation patterns of rice straw and maize were different. The differences in nutrient content between maize and rice straw silage are probably the reason for these apparent differences. Maize is likely to have a higher starch content compared to rice straw, which is rich in lignin and silica [
45,
52]. Consequently, maize produced higher amounts of fermentation products compared to rice straw during ensiling, as described in
Figure 1.
Such contrast results (see
Figure 1) seem to be associated with the nutritive values of maize and rice straw, which will lead to tremendous differences in animal performance. Nevertheless, maize silage is often lacking crude protein, so that either expensive plant protein such as soybean meal or a legume forage in the form of fresh or silage must be supplemented to improve animal performance [
52,
53]. On the other hand, rice straw as an agricultural byproduct with limited nutritive values plays an important role when forage sources are limited in a country like South Korea [
18]. Therefore, improving the quality of either maize silage or rice straw silage, or both is imperative in the future for the ruminant industry.
Another point to highlight was the environmental and genetic variation of forages used. This was well-documented in the study by Jung and Buxtono [
54], who reported that the genetic and environmental variation of maize affected the cell wall composition that would be related to the cell wall degradability. Similarly, Bainton et al. [
55] reported differences in chemical composition and the degradability of rice straw according to the varieties and environmental conditions. Others [
56,
57] acknowledged genetic and/or environmental variation of such forages on digestibility in vitro. In this study, only a single cultivar from maize or rice straw was used. However, evidence concerning genetic and environmental factors provides more reason to continue this type of study, examining novel inoculants and their application to diverse varieties even within the same forage species.