2.7.1. Overview
Proteomic analysis is an important technique to see the whole picture of a cell by evaluating the protein profile after treatment with peptides [
35,
36,
37,
38,
39]. Proteomic analysis has already been employed to study the response of resistant pathogens such as
Clostridioides difficile [
37]. Regarding
C. neoformans, proteomic analysis was employed to understand the changes in protein profile during the transition from planktonic to biofilm lifestyle [
40]. As far as we know, no study has employed proteomics to analyze the
C. neoformans response to antimicrobial peptides, reinforcing the pioneering of our work.
As shown above, Mo-CBP3-PepII presented different mechanisms against C. neoformans cells. However, all of those are despite only the cell structure itself. After that, one new question arises: is Mo-CBP3-PepII able to change the protein profile of C. neoformans? A proteomic analysis was performed to obtain the answer (Figure 6, Table 1, and Supplementary Tables 1 and 2).
Five hundred seventy-three proteins were identified (Figure 6A, Table 1, and supplementary Tables 1 and 2). Of these, 265 were exclusively identified in control cells (Supplementary Table 1), 266 were exclusively detected in Mo-CBP3-PepII-treated cells (Supplementary Table 2), and 42 were detected in both groups (Figure 6A and Table 1).
The proteins identified in both groups were called overlapping proteins. For these proteins, fold-change was calculated based on the intensity of peptides for proteins in
Mo-CBP
3-PepII-treated/control cells [
41]. Proteins with a fold-change value ≥ 1.5 (p < 0.05, Tukey’s test) [
41] were called up-accumulated (increase in abundance). Proteins with a fold-change value of ≤ 0.5 (p < 0.05, Tukey’s test) [
41] were called down-accumulated (decrease in abundance). Proteins with a fold-change value ranging from 0.5 to 1.5 (p < 0.05, Tukey’s test) were considered they did not change in abundance [
41] (Table 1). Among the overlapping proteins, 10 were up-accumulated, and 05 were down-accumulated in
Mo-CBP
3-PepII-treated cells compared to control cells (Figure 6A and Table 1). Twenty-seven overlapping proteins did not change their accumulation in response to
Mo-CBP
3-PepII treatment in
C. neoformans cells (Figure 6A and Table 1).
The overlapping proteins were classified based on gene ontology for molecular function and biological process (Figure 6B,C). Regarding the molecular function, proteins were classified into 9 groups DNA and RNA Binding (14.28%), Hydrolase (7.14%), Oxidoreductase (9.52%), Ligase (2.38%), Multifunctional enzyme (2.38%), Protein Binding (9.52%), Transport or Structural Activity (11.90%), Transferase (26.19%), and Unknown (16.66%) (Figure 6B, Table 1).
The biological process also revealed 9 groups of proteins Amino acid metabolism (9.52%), Cell Function and Structure (21.42%), Energetic metabolism (9.52%), Lipid metabolism (4.76%), Nucleic acid metabolism (23.80%), Protein folding (9.52%), Regulation Factor or Signaling (4.76%), Transport (4.76%), and Unknown (11.90%) (Figure 6C, Table 1).
2.7.2. DNA and RNA Binding Proteins
In this group, two isoforms, DNA topoisomerase I and DNA topoisomerase 2, were exclusively detected in the
C. neoformans cells treated with
Mo-CBP
3-PepII (Supplementary table 2). DNA topoisomerases are proteins that solve topological problems in DNA molecules, such as supercoiling and catenation [
42,
43]. Topoisomerases are a well-known target for antifungal drugs such as echinocandins [
42]. Despite their function in regulating DNA torsion, topoisomerases are also involved in the repair of damaged DNA. The exclusive detection of two isoforms of topoisomerases in treated cells indicates
Mo-CBP
3-PepII [
44]. Additionally, Pommier et al. [
44] reported topoisomerase I is induced during cellular stress to prevent DNA hence cell death mediated by apoptosis [
44]. The increase of topoisomerase 1 suggests the
Mo-CBP
3-PepII is inducing damage to DNA. It is trustworthy to notice that Aguiar et al. [
10] revealed that
Mo-CBP
3-PepII induced DNA fragmentation and apoptosis; maybe these processes are related to apoptosis in
C. neoformans cells induced by
Mo-CBP
3-PepII.
Another protein only identified in
Mo-CBP3-PepII-treated
C. neoformans cells was the Mitochondrial escape protein 2 (MET2) (Supplementary table 2). MET2 protein controls the escape of mitochondrial DNA during stress to prevent degradation [
45,
46]. Once mitochondria suffer any external insult that could lead to DNA damage, the MET2 proteins are involved in the protection, repair, or even DNA escape to prevent worse damage [
45,
46]. Here, the increase in the abundance of MET2 protein only in treated cells suggests that
Mo-CBP
3-PepII attacks mitochondrial, which follows the results above-mentioned that
Mo-CBP
3-PepII induces the decoupling of Cyt c from the mitochondrial membrane (Figure 4C).
Yet, another protein that deserved attention, the clustered mitochondria protein (CMP), was only detected in the control cells and not in treated cells (Supplementary tables 1 and 2). The CMP in Fungi and many other eukaryotic organisms is essential for mitochondrial health and functioning [
47,
48,
49]. The absence of CMP leads to misfunction of mitochondria interfering with the normal function of the cell. This result indicates that
Mo-CBP
3-PepII caused several damages to the mitochondrion reflectin to the whole
C. neoformans cell.
2.7.3. Ligase- and Amino Acid Metabolism-Related Proteins
In the ligase group, one protein was found in both treated and non-treated
C. neoformans cells, the carbamoyl-phosphate synthase (Table 1). The fold-change value, 0.07, indicates that carbamoyl-phosphate synthase (CPS) decreased in abundance after treatment with
Mo-CBP
3-PepII (Table 1). The CPS protein is involved in the biosynthesis of arginine [
50,
51]. Arginine is an essential amino acid involved in protein synthesis and in many other physiological and biochemical processes [
51]. Liu et al. [
51] reported that a CPS-mutant of pathogenic fungi
Magnaporthe oryzae cannot produce arginine and affect the pathogenicity and development processes. Here, reducing CPS protein in
C. neoformans cells could lead to arginine depletion, affecting vital cellular processes and, ultimately, death. Another protein, the Arginine biosynthesis bifunctional protein, in which two isoforms were exclusively from control cells, reinforces the hypothesis that
Mo-CBP
3-PepII interferes in arginine biosynthesis in
C. neoformans cells (Supplementary tables 1 and 2).
Proteomic analysis revealed many proteins involved in amino acid metabolism were only detected in control cells (supplementary table 1), such as Alanine-tRNA ligase, histidine biosynthesis trifunctional protein, C-1-tetrahydrofolate synthase, glycine dehydrogenase. After treatment with the peptide, the decrease in abundance in all those proteins indicates a shutdown in protein synthesis [
52]. The inability of the cell to produce proteins after the treatment with a drug causes severe forms of stress and inhibits cells from responding to stresses leading to death [
52]. An antifungal drug called sordarin inhibits protein synthesis in pathogenic yeasts [
53]. However, many yeasts, including
C. neoformans, are intrinsically resistant to sordarin, making this drug useless for treatment. Nowadays, there are no drugs available that affect the protein synthesis of Fungi, which makes more attractive the effect of
Mo-CBP
3-PepII in inhibiting the protein synthesis of
C. neoformans.
2.7.4. Oxidoreductase-Related Proteins
In this group, one protein, D-2-hydroxyglutarate-pyruvate transhydrogenase, presented a fold-change value indicating its up-accumulation of it after exposure of
C. neoformans cells to
Mo-CBP
3-PepII (Table 1). The D-2-hydroxyglutarate-pyruvate transhydrogenase is mainly involved in the metabolism of lactate and oxidation of NADH to produce NAD
+ in the absence of LDH activity [
54,
55]. In
Saccharomyces cerevisiae, the D-2-hydroxyglutarate-pyruvate transhydrogenase, also known as minor D-LDH, catalyzes the conversion of D-2-hydroxyglutarate into α-ketoglutarate using FAD
+ as a cofactor, and pyruvate as the donor of electrons producing lactate. The α-ketoglutarate in the cytosol is rapidly converted into 2-hydroxyglutarate, which is degraded in the cytosol by D-2-hydroxyglutarate-pyruvate transhydrogenase consuming NADH restoring NAD
+ [
54,
55].
As shown before, the activity of LDH is inhibited in cells after treatment with Mo-CBP3-PepII interfering in NAD+ restoring and impairing the glycolysis to keep stand. The up-accumulation of D-2-hydroxyglutarate-pyruvate transhydrogenase suggests the C. neoformans cells are trying to find a way to continue with the glycolysis pathway by employing an alternative way to maintain acceptable levels of NAD+ essential do glycolysis pathway.
2.7.5. Protein Binding-Related Proteins
By analyzing proteins in this group, an unexpected result was seen. Many proteins components of the 26S proteasome, such as 26S proteasome regulatory subunit RPN1, 26S proteasome regulatory subunit RPN5, U3 small nucleolar RNA-associated, ERAD-associated E3 ubiquitin-protein, Uba3-binding protein but2, Ubiquinone biosynthesis protein, were only detected in control cells being absent in treated cells (Supplementary tables 1 and 2). In eukaryotic cells, the proteasome is a multicomplex enzymatic system that plays a role in protein turnover and many other cell processes, such as development, growth, division, cell-cycle progression, and defense [
56,
57,
58]. The misfunction of proteasome could trap cells in a cell-cycle arrest and, consequently, apoptosis [
57].
Here, the proteomic analysis revealed many proteasome subunits present in control cells, which is essential to its function, disappeared after the treatment with
Mo-CBP
3-PepII (Supplementary Table 2). This result suggests
that C. neoformans do not have a functional proteasome and could start apoptosis. This idea agrees with the results of Aguiar et al. [
10], where
Mo-CBP
3-PepII induces apoptosis in
C. neoformans cells.
Another protein unique from the control cell was ASI1 (Supplementary Table 1). The ASI1 is a nuclear inner membrane-attached protein involved in correctly maintaining gene expression regulation [
59,
60,
61]. The protein ASI1 is involved in the functional folding of a group of transcription factors known as Stp proteins. In the absence of ASI1, unprocessed forms of Stp proteins were produced, leading to cell failure in control gene expression, involved in ribosomal RNA (rRNA) production [
61]. So, somehow
Mo-CBP
3-PepII induces alteration in the expression of rRNA and consequently reduces ribosome in
C. neoformans treated cells. This result agrees with the shutting down in protein synthesis discussed above.
2.7.6. Transferase-Related Proteins
Eleven proteins in this group presented overlapping in the treated and control cells (Table 1). Of these, 6 proteins were up-accumulated, and 5 did not change. First is the atypical kinase COQ8, with a fold-chance value of 1.81 (Table 1). The atypical kinase COQ8 is a mitochondrial protein involved in coenzyme Q (CoQ) biosynthesis [
62,
63]. CoQ is a molecule involved in at least two critical processes in eukaryotic cells: (1) acting as electron transport in ETC and (2) working as an antioxidant [
62,
63]. Here, we reasoned the increase in atypical kinase COQ8 to increase the CoQ levels is a response of
C. neoformans cells to two stresses imposed by
Mo-CBP
3-PepII. First, high production of CoQ could be involved in a repair process of ETC, which is affected by the decoupling of Cyt c from the mitochondrial membrane (Figure 4C). As discussed above, the release of Cyt c from mitochondrial jeopardizes the ETC and depletes the ATP synthesis. Second, higher CoQ levels might be associated with its antioxidant activity as a defense against ROS overaccumulation induced by
Mo-CBP
3-PepII (
Figure 1).
The threonylcarbamoyl-AMP synthase presented a fold-change of 8.81 (Table 1), one of the higher evaluated in
C. neoformans cells treated with
Mo-CBP
3-PepII. The threonylcarbamoyl-AMP synthase is an important enzyme involved in the production of threonylcarbamoyl-AMP, a central metabolite essential for biosynthesis L-threonine and a universal tRNA nucleoside N6-threonylcarbamoyl adenosine involved in the maturation of tRNA [
64,
65]. The increase of threonylcarbamoyl-AMP synthase might be an attempt of
C. neoformans cells to overcome the reduction in protein synthesis, as suggested above.
The enzyme (2E.6E)-farnesyl diphosphate synthase (FPPS) presented a fold-change of 11.12 in treated cells compared to control cells (Table 1). The FPPS protein is a crucial enzyme involved in a central biochemical pathway for eukaryotic cells, the isoprenoid biosynthesis pathway [
66,
67,
68,
69]. The isoprenoid biosynthesis produces sesquiterpenes that supply the production of many essential metabolites such as ubiquinone, dolichols, and sterols; in our case, for fungi, the participation in sterols biosynthesis leads to ergosterol biosynthesis [
66,
67,
68,
69]. Here, it was reported that
Mo-CBP
3-PepII inhibits 60% of the biosynthesis of ergosterol, which in turn compromises the health of cellular membranes [
67,
68,
69]. Altogether, this high fold-change value of FPPS led us to hypothesize that
C. neoformans is trying to compensate for the inhibition of ergosterol biosynthesis to alleviate the damage to the membrane keeping it healthy and functional.
Another protein that was up-accumulated in the treated cells compared to the control was the spindle assembly checkpoint kinase (SAC). The SAC is a signal protein that indicates the mistaken attachment of the mitotic spindle to the kinetochores of chromosomes [
70,
71,
72]. The SAC protein is vital during the checkpoint in the cell cycle. SAC protein is essential to check the correct position of chromosomes during the transition of metaphase-to-anaphase. If something goes wrong in this process, SAC protein accumulates and negatively regulates the CDC20 inhibiting cell division to prevent duplicated chromosome separation. The cell cycle is stopped until chromosomes are correctly aligned to the spindle [
70,
71,
72]. The higher accumulation of SAC proteins in
C. neoformans cells treated with
Mo-CBP
3-PepII indicates an inhibition of the cellular cycle, decreasing the rate of cell division and, thus, in the case of
C. neoformans, infection and pathogenicity [
70,
71,
72].
2.7.7. Transport or Structural Activity-Related Proteins
Most of the overlapping proteins in this group decrease in accumulation in treated/control cells (Table 1), including Low-affinity methionine permease. Methionine is an essential proteinogenic amino acid [
73,
74]. As an essential amino acid, cells cannot synthesize methionine and must obtain it from the environment. To do so, cells use transports attached to the membrane to collect amino acids [
73,
74]. The low-affinity methionine permease transporter is used by
C. neoformans cells to collect methionine from the environment. The
Mo-CBP
3-PepII-treated
C. neoformans cells presented a decrease in abundance of this transporter, leading to a decrease of methionine concentration within the cell, interfering in protein synthesis [
73,
74].
Another transporter, histidine permease, also decreased in abundance in
C. neoformans cells after exposure to
Mo-CBP
3-PepII (Supplementary Table 1). As happens to methionine, histidine is a proteinogenic essential amino acid that has to be collected by cells from the environment [
75,
76,
77,
78]. However, otherwise, than methionine permease, histidine permease functions go beyond histidine transport. In Fungi, histidine permeases are essential to keep fungi safe, virulent, vigorous, and normal morphogenesis and development [
77,
78]. The absence of this protein in
C. neoformans cells treated with
Mo-CBP
3-PepII suggests that all processes developed by it are compromised, making it hard for the fungus to overcome stresses imposed by the peptide.
Another protein that decreased in abundance in
C. neoformans cells exposure to
Mo-CBP
3-PepII was the oligomycin resistance ATP-dependent permease YOR1 (Table 1). Oligomycin is a molecule produced by bacteria from the
Streptomyces genus and is used as an antibiotic. Oligomycin binds to ATP synthase inhibiting ATP synthesis [
79,
80,
81]. Over the years, pathogenic yeasts have developed resistance to oligomycin by producing oligomycin resistance ATP-dependent permease YOR1 [
80]. Thus, the reduction in the abundance of oligomycin resistance ATP-dependent permease YOR1 suggests that
C. neoformans cells became susceptible to oligomycin after treatment with
Mo-CBP
3-PepII.
A similar result was recently published by Branco et al. [
22], revealing that the treatment of
Klebsiella pneumoniae cells with the
Mo-CBP
3-PepI synthetic peptide also induces the reduction in three multidrug resistance proteins such as multidrug resistance protein MdtN, UPF0194 membrane protein YbhG, and multidrug resistance protein EmrK. This result suggests
Mo-CBP
3-PepI increases the susceptibility of
K. pneumoniae to drugs. The same result was found in
C. neoformans after treatment with
Mo-CBP
3-PepII.
The BNI4 protein with the highest fold-change of 66.18 shows its significant accumulation in
C. neoformans cells after treatment with
Mo-CBP
3-PepII (Table 1). The BNI4 protein is involved in the recruitment of chitin synthase to produce the chitin to be incorporated in the cell wall of the new buddy [
82,
83]. Yeasts divide by cytokinesis, a process where one cell divides itself in two [
84]. During this process, the cell wall needs to be produced for two cells; for this process, chitin synthase has to be recruited by the BNI4 protein [
82,
83,
84].
We have one hypothesis for this higher level of BNI4 protein.
Mo-CB
3-PepII is a synthetic peptide designed from the sequence of a chitin-binding protein from
Moringa oleifera seeds, Mo-CBP
3 [
11]. Lima et al. [
85] proved that
Mo-CBP
3-PepII is a chitin-binding peptide and causes damage to the cell wall of
Candida albicans by interacting with chitin. Scanning electron microscopy reported by Aguiar et al. [
10] and AFM analysis done here (Figure 5) strongly suggest that
Mo-CBP
3-PepII also in
C. neoformans cell wall. As such, we hypothesize that
Mo-CBP
3-PepII might interact with chitin and thus interfere with producing cell walls for new buds. To cope with this insult,
C. neoformans cells raised the levels of BNI4 as much as possible to recruit chitin synthase to produce cell wall for new buds.
In contrast to BNI4, coronin is the protein with the lowest fold-change value of 0.04 (Table 1) and thus decreases in abundance in
C. neoformans cells treated with
Mo-CBP
3-PepII. Coronin is a protein critical for cell structure because it interacts with actin filaments and microtubules, promoting cellular processes such as remodeling the cell cytoskeleton, cell motility, endocytosis, and phagocytosis [
86,
87,
88]. In yeasts, Cai et al. [
88] reported that coronin protects actin filaments from depolymerization keeping the cytoskeleton functional. In contrast, in coronin-mutant yeasts, the function of actin filaments and cytoskeleton are compromised [
88]. Those coronin-mutant yeasts lost the ability to remodel the cytoskeleton as well as have other cytoskeleton-dependent functions compromised. Here, the dramatic reduction in the levels of coronin in peptide-treated
C. neoformans cells suggests that
Mo-CBP
3-PepII is affecting the well-function of the cytoskeleton and inhibiting critical processes to cell life.
2.7.8. Energetic Metabolism-Related Proteins
The most exciting proteins were identified exclusively in
C. neoformans cells treated com
Mo-CBP
3-PepII (Supplementary Table 2). The first protein found was Cytochrome c mitochondrial import. The Cytochrome c mitochondrial import is a protein that imports the cytoplasmic cytochrome c to the mitochondrial membrane [
89,
90,
91,
92]. The exclusive identification of this protein in
C. neoformans cells treated with
Mo-CBP3-PepII is very exciting. As pointed out above,
Mo-CBP
3-PepII induced the decoupling of Cyt c from the mitochondrial membrane (Figure 4C). Therefore, the exclusive identification of Cytochrome c mitochondrial import in
C. neoformans treated cells indicates strongly suggests the cell is trying to respond to the stresses caused by peptide either by producing new Cyt c molecules or even recoupling the molecules released by the peptide.
Another protein exclusively identified in treated cells was alcohol dehydrogenase 4 (supplementary table 2). Alcohol dehydrogenase functions in the alcoholic fermentation of yeasts [
93,
94]. In alcohol fermentation, the pyruvate is produced in glycolysis. After glycolysis, pyruvate is driven to a two-reaction reaction, where it is converted into ethanol in a step catalyzed by alcohol dehydrogenase [
93,
94]. The point in the alcoholic formation is that, in the reduction of pyruvate to ethanol, the NADH cytosolic produced in the glycolysis is converted into NAD
+, raising the ratio NAD
+/NADH and thus favoring the glycolysis [
93,
94].
The point is, in the
C. neoformans treated cells, a reduction in the activity of LDH induced by
Mo-CBP
3-PepII (Figure 4A). LDH recovered the NAD
+ by lactic fermentation, keeping high the NAD
+/NADH ratio to favor glycolysis [
31]. So, it is feasible to suggest that the high level of Alcohol dehydrogenase is an attempt of
C. neoformans cells to compensate for the inhibition of LDH by
Mo-CBP
3-PepII and stand high the NAD
+/NADH ratio to favor glycolysis.