Treatment with Enzyme Extracts of Phanerochaete
chrysosporium and Penicillium chrysogenum to Improve Silage Quality of
Alfalfa and Bermuda Grass
Mohamed Benaddou1*, Hassan
Hajjaj1, Fouzia Mgamat2, Mouna Janati1,
Soukaina Arif1, Ahmed Bendaoud3,
Abdelkhalek Belkhiri4 and
Mohammed Diouri1
1Moulay Ismail University of
Meknes, Laboratory of Biotechnology and Bioresources Valorization, BP 11201,
Zitoune Meknes, Morocco
2Laboratory of Natural Resources
and Sustainable Development. Department of Biology, Faculty of Sciences, Ibn
Tofail University, Po Box 133-14000, Kenitra, Morocco
3Laboratory of Engineering,
Electrochemistry, Modelization and Environment, Faculty of Sciences Dhar El
Mehraz, Sidi Mohamed Ben Abdallah University, Fez 30000, Morocco
4Laboratory of Bioactive-Health
and Environment, Faculty of Sciences Meknes, University Moulay Ismail, Meknes,
Morocco
*For correspondence: mo.benaddou@edu.umi.ma
Received 09 August 2023; Accepted 27 January 2024;
Published 16 April 2024
Abstract
The
effectiveness of a control and two treatments, using extracts from lignolytic
fungi, namely Phanerochaete chrysosporium and Penicillium chrysogenum,
was examined to enhance the silage quality and nutritional value of alfalfa
(Medicago sativa L.) and Bermuda grass Treated substrates,
containing approximately 150 g of dry matter (DM), were ensiled in 300 mL
microsilos over 90 days. The treatments and the substrates significantly
influenced various parameters, including pH, buffering capacity, lactic acid
content, butyric acid content, lignin content, cellulose content, and
digestibility. The treatment with P. chrysosporium extract led to a
significant degradation of lignin (18.37 ± 1.30%), a remarkable increase in
cellulose content (19.10 ± 1.20%), and a notable mean increase in lactic acid
production (18.21 ± 0.3 g/Kg DM), surpassing the effects of P. chrysogenum extract
and the control. Bermuda grass was more responsive to both treatments than
alfalfa. Lactic acid content was positively correlated to pH in the treated
substrates. The pH levels were slightly higher in the treated substrates
compared to the control, because of the higher buffering capacity, ranging from
142 to 242 mEq/kg DM. In conclusion, the enzymatic treatment, using extracts
from lignolytic fungi significantly improves the fermentation quality and
nutritional value of the ensiled forages. © 2024
Friends Science Publishers
Keywords: Silage quality; Alfalfa;
Bermuda grass; Treatment; Ligninolytic fungi; Enzyme extract
Introduction
Recently,
the increasing feeding costs, resulting from the scarcity of fodder resources
and irregular seasonal supply, encompassing prolonged droughts and
brief rainy periods, constitute a significant obstacle to the swift development
of ruminant breeding in Morocco. Moroccan farmers produce a substantial
quantity of ruminant feed, including alfalfa and grass, which they carefully
preserve as hay or straw through sun-drying to overcome the lack of forage during
prolonged droughts.
To overcome the limitations of
sun-dried hay, ensiling offers an alternative and effective method of
preserving forage. However, practical results
frequently reveal that the quality of silage often falls below standard or
proves unsatisfactory. Ensiling alfalfa presents difficulties primarily due to
its heightened buffering capacity and the restricted concentration of
water-soluble carbohydrates (WSC) and dry matter (DM) (Wang et al. 2019). Moreover, the ensiling of grasses is
very difficult due to their low WSC and high lignocellulosic content (Desta et al. 2016).
To enhance the quality of silage fermentation and
reduce the structural complexity of the cell wall components, various additives
have been employed, encompassing chemical agents like sugars (e.g. molasses)
and organic acids (Tao et al. 2021),
as well as biological agents such as lactic acid bacteria (LAB) and fibrolytic
enzymes (Desta et al. 2016). Ju et al. (2023) demonstrated that the
addition of Lactiplantibacillus plantarum and cellulase to Caragana
korshinskii (native to sandy grass) improved the fermentation quality of
silage by reducing the NH3-N, DM, neutral detergent fiber (NDF), and
acid detergent fiber (ADF) contents and by increasing lactic acid (LA) content.
Tao et al. (2021) found that the
addition of a silage bacterial inoculant improved the fermentation quality of
wilted tropical grass silage. Desta et al.
(2016) reported that the utilization of fibrolytic enzymes as additives
increased LA, WSC, and decreased pH and all the fiber components except acid
detergent lignin (ADL). Moreover, Several studies have demonstrated that the
addition of enzymes like laccase during the ensiling process facilitates
delignification, thus partially hydrolyzing cellulose and hemicellulose into
soluble sugars that are necessary for the formation of lactic acid (Fabiszewska et al. 2019; Guo et al.
2020; Bao et al. 2022). Despite this, the use of individual
enzymes as additives in the ensiling process has unfortunately not yielded the
desired results in improving fermentation quality. An alternative approach that
shows more promising prospects lies in the utilization of enzymatic extracts
from fungi. These enzymatic extracts have the advantage of containing a variety
of enzymes, thus forming a synergy of catalytic activities.
Fungi, such as Phanerochaete chrysosporium, and
Penicillium chrysogenum, are well-documented for their ability to break
down high-lignin materials. They are known for their highly efficient
ligninolytic enzymes, notably lignin peroxidase (LiP), manganese peroxidase
(MnP), and laccase (Liu et al. 2014;
Benaddou et al. 2023a; van der Made et al. 2023), which
possess oxidative potential for both phenolic and non-phenolic lignin units. P. chrysogenum, for example, is commonly used
as a feed additive in ruminant diets to improve forage fiber digestibility (Hansen et al. 2015; Karpe et al. 2015).
The direct use of P. chrysosporium and P.
chrysogenum as additives in silage is hindered by the fact that these two
fungi are not anaerobic-ligninolytic. Therefore, using enzyme extracts of these
fungi as additives may act synergistically, contributing to a more efficient
breakdown of complex cellular constituents and enhancing the nutritional value
of silage. Furthermore, treatment with enzyme extract may improve buffering capacity
and can in turn contribute to keeping the pH
level within a range that is ideal for the action of LAB.
While prior research has extensively investigated the
pretreatment of lignocellulosic biomass with individual enzymes or enzymatic
extracts from fungi to enhance silage quality, there's a noticeable gap in
studies focusing on applying these enzymes during ensilage, especially when
using alfalfa or Bermuda grass as substrate. This research was designed to
address this gap and evaluate the impact of enzymatic treatment during
ensiling. The objective was to assess to what extent treatment with P.
chrysosporium or P. chrysogenum enzyme extract can improve the
nutritional value and overall quality of alfalfa and Bermuda grass silages.
Material and Methods
Overview of silage preparation
and sampling
Alfalfa (Medicago sativa L.) and Bermuda grass (Cynodon dactylon) underwent treatment just before ensiling by
adding P. chrysosporumrium or P. chrysogenum enzymatic
extract or a similar solution without extract. Substrates, containing 150 g DM,
were packed into 300 mL microsilos. Four replicates were prepared for each
treatment, resulting in a total of 24 microsilos for each of the two
experiments (3 treatments × 2 substrates × 4 replicates).
After 90 days of ensiling, the microsilos were opened,
and the silage was assessed for levels of lactic acid, butyric acid, pH, fiber
(ADF and ADL), and in vitro true digestibility (IVTD).
Strain cultivation and enzymatic extract preparation
The initial culture of P. chrysosporium and P.
chrysogenum was carried out in Czapek's agar (De León-Medina et al. 2023). After 10 days of incubation at
28°C, enzymatic extracts were carried out according to Rodrigues method with some modifications (Rodrigues et al. 2008; Fernandes et al. 2023).
Extracts were obtained from a liquid culture medium containing 4.5 g of milled maize (dried whole maize with cobs, particle size 1mm) with
99 mL of citrate buffer 50 mM, adjusted to pH 4.5, and 1 mL of nutrient
solution prepared with: 5 g glucose, 2.2 g ammonium tartrate, 1 g KH2PO4,
0.26 g NaH2PO4, 0.5 g MgSO4.7H2O,
2.9 g 2,2-dimethyl succinic acid, 10 mg CuSo4.5H2O, 74 mg
CaCl2.2H2O, 6 mg ZNSO4.7H2O,
5 mg FeSO4.7H2O, 5 mg MnSO4.4H2O, 1
mg CoCl2.2H2O, 5 mL of vitamin solution prepared with: 0.5 g thiamine–HCl, 0.5 g yeast extract, 0.16 g pyridoxine–HCl, 0.08
g calcium pantothenate, and 0.001 g biotin (per 100 mL).
Targeted ligninase activities
were measured as follows: Laccase activity was determined using 2,2’-azino-bis
(3-ethylbenzthiazoline-6-sulphonic acid) (ABTS) as substrate, lignin peroxidase
(LiP) was assayed using the dye azure B as a substrate (Srinivasan et al. 1995) (Hermosilla et al. 2018), and manganese
peroxidase (MnP) activity was measured by monitoring the
oxidation of Mn2+ to Mn3+ in 0.11 M of sodium lactate.
Cellulase activity was determined as described by Ghose (1987). All enzyme activities were
expressed in IU/mL.
Enzymatic treatment and ensiling
Bermuda grass (Cynodon dactylon) was collected from the lawn of
the Faculty of Science in Meknes, Morocco. Alfalfa (Medicago sativa L.) was harvested at the
early bloom stage from a field in Fez, Morocco. The two substrates were
collected in two periods (July and March). Fresh substrates were immediately
chopped into a length of 1.5–3.5 cm and ensiled with a 3.6% (v/w) enzyme
extract solution on a DM basis. The two substrates were subjected to treatment
using extracts from P. chrysosporium (E-sporium) or P. chrysogenum (E-genum).
The control was treated by adding the solution prepared above without enzyme.
Then, approximately 150 g DM equivalent of treated substrates (alfalfa and
Bermuda grass) were packed into 300 mL laboratory microsilos, with a length of
9.7 cm and a diameter of 8 cm, and stored at ambient temperature (25–32ºC)
after being sealed.
Organic acids analysis and buffering
capacity measurement
After 90 days of ensiling, a 15
g DM sample from each silage was mixed with 60 mL of distilled water.
Afterward, the mixture was filtered through three layers of cheesecloth and
Whatman filter paper. Immediately, pH was measured, and the filtrate was stored
at -20°C for subsequent determination of organic acids (lactic acid and butyric
acid). The filtrate obtained after the initial filtration was centrifuged at 104
× g for 10 min. Subsequently, the supernatant was passed through a microfilter
with a pore size of 0.45 μm for the determination of organic acids. This
analysis was performed using an Agilent 1260 HPLC system (Agilent Technologies,
Inc., Waldbronn, Germany), which was equipped with a refractive index detector
(RI (55 °C)). The HPLC column used was Agilent Hi-Plex H, 7.7 x 300 mm, 8
μm (p/n PL1170-6830), and the eluent used was 0.005M H2SO4
flowing at a rate of 0.7 mL/min. The system was maintained under 60°C and 4.6
MPa during analysis (Tao et al. 2020;
Mgamat et al. 2023).
The
buffering capacity was determined using electro-metric titration with a pH
meter. The filtrate obtained earlier was titrated first to pH 3 using 0.1 N HCl
which caused the release of bicarbonate as carbon dioxide. Afterward, the
filtrate was titrated to pH 6 using 0.1 N NaOH. The buffering capacity was
expressed as milliequivalents (mEq) of alkali required to change the pH from 4
to 6 per 100 g of DM after adjusting for the titration value obtained from a
250 mL of water blank (Playne and McDonald 1966).
Fiber and In vitro true
digestibility determination
After 90 days of ensiling, and after removing the 15 g of DM for the
above-mentioned analyses, the remaining substrate was dried at 60°C for 72 h.
Fiber analysis was performed using the method of Van Soest et al. (1991). Lignin (L) content was measured as
acid detergent lignin (ADL), while cellulose (C) was determined as the
difference between acid detergent fiber (ADF) and ADL.
To compare the two substrates, percentage change in
fiber content, indicating a positive direct or indirect effect of the
treatment, was calculated using the following formulae:
(1): )×100)
(2): Lignin_loss )×100)
Where: Cellulose_imp and lignin_loss stand for
cellulose improvement (increase) and lignin loss (decrease), respectively after
90 days of ensiling; Ci and Li stand for the initial
cellulose and lignin content just before ensiling, respectively; Cf
and Lf represent the cellulose and lignin contents after 90 days of
ensiling, respectively.
IVTD was measured as described by Gulecyuz (2017). IVTD change was calculated using the following formula:
Where: Digestibility_imp: Percentage of improvement in
IVTD; IVTDi: In vitro true digestibility at the beginning of
the trial; IVTDf: In vitro true digestibility at the end of
the 90-day ensiling.
Statistical analysis
Data were collected according to a 3*2 factorial experiment (3
treatments *2 substrates) in a randomized complete block (the two seasons),
with four repetitions of each treatment in each block. A variety of suitable
statistical tests were applied to the data. R and OriginPro software were used
to analyze variance (ANOVA) and Tukey's mean comparison to find significant
differences between treatments (at a significance threshold of 0.01) (Alkarkhi and Alqaraghuli 2020). R software was
used to do Principal Component Analysis (PCA).
Results
Lignocellulolytic activities and substrates characteristics
Both strains revealed
cellulolytic and ligninolytic profiles. However, they differed in the type and
efficiency of enzymes (Table 1).
The characteristics and chemical composition of
alfalfa and Bermuda grass before ensiling are presented in Table 2. Bermuda
grass exhibited a higher fiber content compared to alfalfa. In contrast,
alfalfa exhibited significantly different levels of ash, crude protein, and
total nitrogen. Additionally, alfalfa displayed a higher percentage of IVTD.
The concentration of organic acids was low in both substrates.
Effect of enzymatic treatment on fermentation quality
Significant effects (P<0.001) of enzyme extract, substrate type, and
their interaction were observed on lactic acid content, butyric acid content,
pH, and buffering capacity, as shown in Fig. 1.
Effect of enzymatic treatment on fiber and
digestibility change
The treatments and substrates showed significant
differences in fiber change (cellulose_imp and lignin_loss) and
digestibility_imp (p<0.001) (Fig. 1d). After 90 days of ensiling, the
addition of enzyme extracts as an additive resulted in an increase in cellulose
content, degradation of lignin, and an improvement in digestibility compared
with the control. These Table 1: Enzyme activities measured after 12 days of incubation in
submerged fermentation. The results were presented as means±standard deviation.
ND refers to the non-detected activities
Enzyme |
Strains |
|
P.chrysosporium |
P. chrysogenum |
|
Endoglucanase (IU.mL-1) |
ND |
ND |
β-glucosidase (IU.mL-1) |
2.94 ± 0.3 |
0.69 ± 0.1 |
Laccase (IU.mL-1) |
ND |
2.4 ± 0.2 |
Lignin peroxidase (IU.mL-1) |
6.48 ± 0.2 |
ND |
Manganese peroxidase (IU.mL-1) |
ND |
3.1 ± 0.3 |
Table 2: Chemical
characteristics and composition of alfalfa and Bermuda grass before ensiling
Chemical characteristics and composition |
Alfalfa (Mean ± SD) |
Grass (Mean ± SD), n=3 |
p-value of the difference |
DM (g/Kg wet weight) |
370± 1 |
290.45 ± 2.4 |
<0.001 |
NDF (g/Kg DM) |
362.45 ± 2.4 |
660.15 ± 3.1 |
<0.001 |
ADF (g/Kg DM) |
340.55 ± 1.4 |
410.25 ± 2.7 |
<0.001 |
ADL (g/Kg DM) |
50.12 ± 2.4 |
90.56 ± 1.6 |
<0.001 |
Ash (g/Kg DM) |
92.45 ± 1.6 |
42.54 ± 0.7 |
<0.001 |
CP (g/Kg DM) |
219.45 ± 3.1 |
110.30 ± 1.4 |
<0.001 |
NH3-N (g/Kg TN) |
6.80 ± 0.4 |
1.02 ± 0.01 |
<0.001 |
pH |
6.32 ± 0.4 |
6.45 ± 0.3 |
0.91 |
IVTD (%) |
73.45 ± 2.4 |
52.75 ± 1.7 |
<0.001 |
Lactic acid (g/Kg DM) |
3.10 ± 1.1 |
5.3 ± 1.2 |
0.051 |
Butyric acid (g/Kg DM) |
0.00 ± 0.0 |
0.00 ± 0.0 |
01.00 |
Buffering capacity (mEq/kg DM) |
26.80 ± 1.3 |
12.60 ± 0.7 |
<0.001 |
Fig 1: Effect of P.
chrysosporium and P. chrysogenum enzymatic extract treatments on
lactic acid and butyric acid (a), pH (b), buffering capacity (c), fiber and digestibility change
(d) of treated and untreated alfalfa
and Bermuda grass after ensiling for 90 days. Error bars represent standard
deviations
effects were more pronounced in Bermuda grass silage than in alfalfa
silage. Among the treatments, E-sporium resulted in greater increases in
cellulose, greater degradation of lignin, and greater improvement in
digestibility compared with E-genum.
Variables correlation
Correlations were observed among different studied variables (Fig. 2,3).
Notable correlations were particularly observed for the couples: pH vs lactic acid (r=0.75), lactic acid vs ADF
(r=0.8), and buffering capacity vs IVTD (r=0.86).
Fig 2: Principal Component
Analysis (PCA) (A), qualitative factor map (B), and Pearson correlation matrix
(C)
Fig 3: Pearson correlation
heatmap for illustrating the relationships between ensiling parameter and fiber
change (lignin_loss, cellulose improvement (cellulose_imp)), in vitro true
digestibility improvement (Digestibility_imp), treatment with enzymatic extract
from P. chrysogenum (E-genum) of alfalfa silage (alfa_E-genum) and
Bermuda grass silage (Grass_E-genum), treatment with enzymatic extract from P.
chrysosporium (E-sporium) of alfalfa silage (Alfalfa_E-sporium) and
Bermuda grass silage (Grass_E-sporium),
and their control (Alfalfa-control, Grass-control). Heatmap colors denote the
Pearson correlation coefficient
Discussion
The objective of this study was to enhance the fermentation quality of
both Alfalfa and Bermuda grass, both of which are considered challenging for
ensiling (Desta et al. 2016; Wang et
al. 2021). pH and organic acids, especially lactic acid (LA) and
butyric acid (BA) are crucial indicators for determining the fermentation
quality of silage.
The results of this study indicated that the addition
of enzyme extract significantly (p<0.05) improved the fermentation quality
by decreasing the pH and BA and increasing LA, indicating successful
preservation of the forage. The reduction in pH value in
the additive-treated silages corresponds well to the increase in lactic acid
production because the final pH of silage mainly depends on the concentration
of lactic acid (Bao et al. 2023).
Lactic acid is known to have stronger acidity compared with other major acids
such as acetic (pKa of 4.75) and propionic acids (pKa of
4.87) found in silages (Kung et al. 2018;
Bao et al. 2023). According to Bao et al. (2023), alfalfa stems silage
treated with laccase had a pH of 4.7, which was higher than the pH of alfalfa
silage treated with E-genum (pH 4.3) in the present study, but lower
than alfalfa silage treated with E-sporium (pH 4.84). Additionally, Rinne et al. (2020) reported that the pH
of Bermuda grass treated with a fibrolytic enzyme containing cellulase and
hemicellulase was 4.24, which was lower than the pH values in the current study
after treatment with E-genum (pH 4.75) and E-sporium (pH 5.14).
While treatment with enzyme extracts has contributed to the acidification of
the silage, the extent of pH reduction remains within a favorable range (4.31–5.14),
thanks to the increased buffering capacity of the silage (Fig. 1c). Both
extracts demonstrated an increase in buffering capacity, which aligns with
previous studies (Norris 1980; Tassone et al. 2019; Dong et al.
2022; Arwenyo et al. 2023; Tian et al. 2023). Maintaining
a pH that is not excessively low is crucial because overly acidic conditions
can hinder the growth of beneficial lactic acid bacteria responsible for the
desired fermentation process. Such inhibition could lead to the proliferation
of undesirable microorganisms, as observed in alfalfa treated with E-genum,
where the production of butyric acid increased, ultimately resulting in a
decline in the silage quality. Striking the right balance in pH levels during
ensilage is essential to promote the growth of beneficial bacteria while
suppressing the activity of undesirable microorganisms, ensuring the
preservation of high-quality silage for optimal animal nutrition (Li et al. 2020). Alfalfa
was less responsive to treatment than grass, probably because of the former’s
high initial buffering capacity (Fig. 1c).
The use of enzyme extract, especially E-sporium, has
demonstrated a significant reduction in butyric acid levels. This reduction
strongly suggests a significant decrease in the presence of undesirable
microbes during the ensiling process (Hristov et al. 2020; Chen et al. 2021; Aloba
et al. 2022; Sadhasivam et al. 2022; Sun et al. 2022; Wang
et al. 2022).
Our results highlight the potential of enzymatic treatment,
especially with E-sporium, as an effective alternative to traditional bacterial
inoculation for improving silage production and preservation.
Improving silage nutritional value was one of the
objectives of this study. The outcomes demonstrated that enzymatic treatment
significantly (p<0.05) contributed to improving the nutritional value of
Bermuda grass and alfalfa silage by reducing lignin content, increasing
cellulose content, and enhancing digestibility (Fig. 1d). While High-quality alfalfa and grass silages are difficult
to produce due to their high buffering
capacity (Fig. 1c) and low WSC and DM concentrations (Tao et al. 2021; Wang et al. 2021),
the enzymatic treatment overcame this challenge. Enzymes extracts possess
properties such as cellulase and ligninase (Table 2), which enable them to
directly hydrolyze lignocellulosic contents during ensiling (Dehghani et al. 2012).
Lignin has been identified as responsible for limiting
digestibility (r (ADL vs IVTD) = -0.56) (Fig. 2c) and used as a marker in
digestibility studies (Diouri and Wiedmeier 2000;
Kanani et al. 2014). The observed high lignin loss of silage
treated with E-sporium may be explained by the high LiP activity of E-sporium
(Table 2). The presence of MnP in E-genum extract
did not have a high impact on lignin, either because of its low concentration
or because of some inhibitors that are secreted during ensiling (Franco et al. 2018; Luo et al. 2023).
However, this extract was more promising on grass than on alfalfa.
Regarding cellulose content, E-sporium treatment
resulted in an increased percentage of cellulose both in Bermuda grass and
alfalfa silage, like the treatment of wheat straw with fungi during solid-state
fermentation over 12 weeks (van Kuijk et al. 2016). The same effect was observed for Bermuda grass treated with E-genum
extract. This outcome suggests that the enzymatic activities of both
extracts likely facilitated the breakdown of various cell components other than
cellulose. As these components were removed, the proportion of cellulose in the
silage increased. This cellulose will be available for the rumen bacteria
during digestion (Benaddou et al. 2023a,
b), especially after the breakdown of the lignin barrier.
The enzymatic treatments, especially with E-sporium,
exhibited a noteworthy increase in digestibility compared to the control
treatment. Therefore, lignin breakdown not only optimized the efficiency of the
silage preservation process, as highlighted in previous studies (Nolan et al. 2018) but also directly
elevated the nutritional value of the silage.
The enzymatic treatments had a more pronounced
positive effect on the digestibility of Bermuda grass as compared to alfalfa.
This difference may be attributed to more than one factor. Firstly, the
enzymatic treatments effectively reduced more lignin in Bermuda grass silage,
as previously mentioned. Lignin is a known barrier to nutrient accessibility
and microbial degradation in plant cell walls, so its reduction likely
increased the availability of other nutrients in Bermuda grass for microbial
fermentation and digestion in the rumen (Benaddou
et al. 2023a, b). in alfalfa, even less lignin was degraded with
E-genum than in the control. Furthermore, the increased cellulose content in
the treated Bermuda grass likely contributed to the improved digestibility.
This may mean that the extracts attacked less cellulose in grass than in
alfalfa, because of the different fiber profiles in the two substrates. The
combined effects of lignin degradation and cellulose increase made Bermuda
grass cell walls more susceptible to microbial degradation and nutrient
release, resulting in a higher digestibility.
In this study, the pH and nutrient digestibility data revealed a moderate
positive correlation (r=0.52) between pH and IVTD. The pH levels of silages
observed ranged from 5.14 to 3.61, and this correlation suggests that higher pH
values within this range are associated with improved nutrient digestibility in
the ensiled material. This finding is consistent with the work of Yan et al. (2022) and Fazzino et al. (2021), who reported
similar positive correlations between pH and nutrient digestibility in their
studies. The alignment of these results across studies suggests that
maintaining an optimal pH level within the observed range during ensiling is
crucial for enhancing the availability of nutrients in silage, making it more
suitable for livestock consumption (Yang et
al. 2006).
The relationship between pH and lactic acid production
is a noteworthy aspect of our study. When considering all samples, including
fresh substrates, a negative correlation between pH and lactic acid was
observed, a finding consistent with the results of Bao et al.
(2023). However, when focusing solely on treated and ensiled substrates, a
positive correlation (r=0.75) emerged between pH and lactic acid concentration.
Within our pH range, higher values are associated with increased lactic acid
production. Interestingly, this correlation challenges the previous notion that
LAB thrives in low pH conditions. Extremely high acidity can inhibit their
growth and activity. Our study suggests that acidity levels beyond a certain
threshold may surpass the bacteria's tolerance levels, impairing their ability
to effectively ferment sugars and produce lactic acid (Hartinger et al. 2019).
In our study, a notable positive correlation between
lactic acid and both ADL (r=0.54) and ADF (r=0.8) was uncovered. The lactic
acid concentrations observed ranged from 10.88 to 24.88 g/kg DM, indicating
that the production of lactic acid is influenced by the presence of plant cell
wall-less digestible components falling within this range. These data align
with the findings of previous research (Hristov
et al. 2020; Bao et al. 2023), where positive correlations between lactic acid and plant cell wall
components were reported. The consistent presence of these correlations across
multiple studies underscores the significant role of lactic acid bacteria
during the fermentation process.
The results regarding buffering capacity and nutrient digestibility showed
a strong positive correlation (r=0.86) between buffering capacity and IVTD. The
buffering capacity levels measured ranged from 142 to 242 mEq/kg DM, indicating that silages with higher buffering
capacity within this range tend to have improved nutrient digestibility. This
finding is in line with several studies (Playne
and McDonald 1966; Dong et al. 2022; Arwenyo et al. 2023; Tian et
al. 2023) who reported similar positive correlations between
buffering capacity and nutrient digestibility. The convergence of these results
within the observed range emphasizes the importance of buffering capacity in
maintaining a stable pH environment during fermentation, thereby enhancing
nutrient preservation and availability in the silage.
Pearson
correlation heat map (Fig. 3) demonstrated the classification of enzymatic
treatment results on silage. The success of different combinations of substrate
and enzymatic extract treatment was characterized by specific changes in lactic
acid concentration, pH levels, buffering capacity, as well as lignin_loss,
cellulose_imp, and digestibility_imp. A successful combination of silage and
enzymatic extract treatment was indicated by an increase in lactic acid
concentration, reflecting enhanced fermentation and conversion of sugars into
lactic acid by the action of LAB. Additionally, there was an increase in pH
levels within the range of 3 to 4, which suggested the establishment of an
optimal acidic environment for preserving the silage. Moreover, an increase in
buffering capacity was observed, indicating the ability of the silage to resist
changes in pH during fermentation. This finding highlighted the importance of
stable pH conditions in preserving the nutritional integrity of the silage.
Furthermore,
there was an increase in lignin_loss, cellulose_imp, and digestibility_imp,
which are indicative of the breakdown of plant cell wall components and
improved nutrient availability in the ensiled material. This suggested that the
enzymatic extract treatment facilitated the degradation of complex carbohydrates,
releasing nutrients and increasing their digestibility.
Based on
these correlations, the treatment of Bermuda grass with E-sporium was
identified as the most successful combination, displaying favorable changes in
lactic acid concentration, pH levels, buffering capacity, and nutrient
digestibility. The closely following combinations were Bermuda grass treated
with E-genum and alfalfa treated with E-sporium.
Conclusion
The results highlight the significant impact of enzymatic treatments
using lignolytic fungi extracts on the fermentation quality and nutritional
value of ensiled crops (alfalfa and Bermuda grass), presenting a promising
alternative to conventional methods in animal feed preparation. Particularly,
extracts from P. chrysogenum and P. chrysosporium demonstrated
efficient lignin breakdown, increased cellulose content, and elevated lactic
acid production, collectively enhancing forage digestibility and nutrient
availability. These effects were more pronounced with P. chrysosporium extract
and on Bermuda grass. This innovative, eco-friendly approach not only provides
a dynamic solution aligned with sustainable agricultural practices but also
opens new possibilities for more efficient feed production, reduces crop
wastage, and improves animal performance. Further research and development in
this field could help unlock the full potential of enzymatic treatments in
modern agriculture, offering a brighter and more sustainable future for both
crop preservation and livestock nutrition.
Acknowledgments
All authors are grateful to their respective universities.
The Institutional University Cooperation (IUC) program between Moulay Ismail
University and Belgian Flemish Universities, funded by the VLIR-UOS (Vlaamse
Interuniversitaire Raad-Universitaire Ontwikkelingssamenwerking) is
acknowledged for its financial support.
Author Contributions
MB, HH, and MD conceptualized the experiments.
MB, FM, MJ, and SA collected and curated the data. AB, AB, MD, HH, and MB
interpreted the results and statistically analyzed the data. MJ, SA, MD, and MB
made the write up.
Conflicts of Interest
All other authors declare no conflicts of interest.
Data Availability
Not applicable.
Ethics Approval
Not applicable
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