3. Results and Discussion
Cardiofaciocutaneous (CFC) syndrome, a member of the RASopathies, represents a group of rare genetic disorders initially documented in 1986. This syndrome is characterized by its rarity and encompasses various clinical features affecting multiple organ systems. These features include facial dysmorphisms such as hypertelorism and low-set ears, cardiac anomalies like hypertrophic cardiomyopathy, neurocognitive impairments, musculoskeletal abnormalities, and an increased predisposition to certain malignancies. RASopathies, including CFC syndrome, stem from mutations in genes encoding components of the RAS-MAPK signaling pathway, highlighting a common molecular dysregulation underlying these conditions [1,2,3,4,5]
Costello and Noonan syndromes, closely related to CFC syndrome, share similarities possibly due to the biochemical connections among the mutated genes involved. Notably, all three syndromes involve genes playing roles in the MAP kinase pathway. Mutations implicated in CFC syndrome reside in genes such as KRAS, BRAF, MEK1, and MEK2, which disrupt the normal functioning of the RAS-MAPK signaling pathway, leading to the characteristic features of the syndrome. Currently, there is no specific therapy for CFC syndrome, and treatment primarily revolves around managing associated symptoms and complications[1,2,3,4,5].
This study utilized molecular docking simulations[7,8,9], a powerful computational technique, to screen natural compounds against mutated KRAS, BRAF, MEK1, and MEK2 genes implicated in Cardiofaciocutaneous (CFC) syndrome. Through this approach, several promising compounds are identified with strong binding affinities to the mutated sites, suggesting their potential as targeted therapies for CFC syndrome.
One key implication of our findings is the potential repurposing of natural compounds as therapeutic agents for CFC syndrome.
Amentoflavone and Hypericin, among others, emerged as lead candidates with promising binding properties.These compounds have previously been studied for their pharmacological activities[10,11], offering a foundation for further preclinical and clinical investigations in the context of CFC syndrome.
Several papers reported in Literature, showed potential mutations in Serine/threonine-protein kinase BRAF of CFC pathology[6,12,13,14]:
Here is a summary of the natural variants identified in the Cardiofaciocutaneous syndrome 1 (CFC 1) gene:
VAR_058621: Position 241, T>P (Threonine to Proline) [12]
VAR_065171: Position 244, T>P (Threonine to Proline) [12]
VAR_058623: Position 245, L>F (Leucine to Phenylalanine) [13]
VAR_026113: Position 246, A>P (Alanine to Proline) [12,13]
VAR_026114: Position 257, Q>R (Glutamine to Arginine) [6]
VAR_065172: Position 262, Q>K (Glutamine to Lysine) [12]
VAR_058624: Position 275, E>K (Glutamic Acid to Lysine) [13]
VAR_035096: Position 467, S>A (Serine to Alanine) [6]
VAR_035097: Position 468, F>S (Phenylalanine to Serine) [6]
VAR_018621: Position 469, G>E (Glycine to Glutamic Acid) [14]
VAR_026115: Position 485, L>F (Leucine to Phenylalanine) [6]
VAR_026116: Position 499, K>E (Lysine to Glutamic Acid) [6]
VAR_026117: Position 501, E>G (Glutamic Acid to Glycine) [6]
VAR_058626: Position 525, L>P (Leucine to Proline) [13]
VAR_065173: Position 580, N>D (Asparagine to Aspartic Acid) [12]
VAR_026119: Position 581, N>D (Asparagine to Aspartic Acid) [6]
VAR_018625: Position 595, F>L (Phenylalanine to Leucine) [14]
VAR_035098: Position 596, G>V (Glycine to Valine) [6]
VAR_058628: Position 599, T>R (Threonine to Arginine) [13]
VAR_058629: Position 601, K>Q (Lysine to Glutamine) [13]
VAR_058630: Position 638, D>E (Aspartic Acid to Glutamic Acid)[13]
VAR_058631: Position 709, Q>R (Glutamine to Arginine)[13]
These variants represent natural genetic variations within the CFC1 gene and are associated with CFC1-related conditions, including cardiofaciocutaneous syndrome (CFC) and other disorders. They have been documented in various publications and databases such as dbSNP and Uniprot ( BRAF - Serine/threonine-protein kinase B-raf - Homo sapiens (Human) | UniProtKB | UniProt).
The basic idea of this molecular docking-based study was initially to perform an initial screening of a library of natural molecules in the active site of the main proteins mutated in CFC (in this case, BRAF, MEK-1, and KRAS). Subsequently, to perform an even more accurate docking, in the areas of BRAF amino acids that easily mutate in the CFC syndrome, as reported in various studies ([6-12-14]), taking into account the best natural molecules selected that have been (Amentoflavone and Hypericin). From all these investigations, Hypericin and Amentoflavone obtained excellent binding energies, both in the active site of the investigated proteins and in the areas of amino acids that tend to mutate, hypothesizing that these molecules could be a potential weapon of cure against this disease, blocking the mutated genes, although further biological studies are needed to confirm these computational findings.
However, it's important to acknowledge the limitations of this study. Molecular docking simulations provide valuable insights into potential interactions between compounds and target proteins, but experimental validation is essential to confirm the predicted binding affinities and assess the compounds' efficacy and safety in vivo. Additionally, the complexity of the RAS-MAPK signaling pathway and the heterogeneity of CFC syndrome may necessitate a multi-target approach or combination therapy to achieve optimal therapeutic outcomes.
Future research directions may involve in vitro and in vivo studies to validate the identified lead compounds and elucidate their mechanisms of action. Furthermore, structural optimization and medicinal chemistry efforts can be pursued to enhance the potency, selectivity, and pharmacokinetic properties of the lead molecules.
| Compounds |
Binding Energies (1) with BRAF ( Kcal/mol)
|
Binding Energies with MEK-1 ( Kcal/mol)
|
Binding Energies with KRAS (Kcal/mol)
|
Binding Energies (2) with BRAF ( Kcal/mol)
|
| Crystal Ligand Bax * |
-12.1 |
-9.4 |
-8.1 |
-9 |
| Amentoflavone |
-10.3 |
-9.5 |
-10 |
-9.5 |
| Diosmin |
-10.2 |
-8.7 |
-8 |
-8.8 |
| Emodin |
-10.5 |
-8 |
-8 |
-9.1 |
| Hypericin |
-9.8 |
-10.4 |
-7.1 |
-12.7 |
| Crystal Ligand MEK ** |
/ |
-8.9 |
|
/ |
| Crystal Ligand GDP*** |
/ |
/ |
-10.1 |
/ |
| Crystal Ligand Dabrafenib |
|
|
|
-11.9 |
| *4-{4-[({[4-CHLORO-3-(TRIFLUOROMETHYL)PHENYL]AMINO}CARBONYL)AMINO]PHENOXY}-N-METHYLPYRIDINE-2-CARBOXAMIDE. **3,4-difluoro-2-[(2-fluoro-4-iodophenyl)amino]-N-(2-hydroxyethoxy)-5-[(2-hydroxyethoxy)methyl]benzamide ***GUANOSINE-5'-DIPHOSPHATE. |
Figure 1.
displays the docking outcomes of Part A of crystal structure of Serine/threonine-protein kinase B-RAF (BRAF) with PDB code 8DGT was obtained from the Protein Data Bank (PDB), in conjunction with Amentoflavone -7.3 kcal/mol, analyzed by Autodock Vina with Pyrx program. On the left side, 2D diagrams illustrate the residue interactions between the protein and Amentoflavone .On the right side, potential area of key residues of the protein that could be mutated in cardio-facio-cutaneous (CFC) syndrome are highlighted. .
Figure 1.
displays the docking outcomes of Part A of crystal structure of Serine/threonine-protein kinase B-RAF (BRAF) with PDB code 8DGT was obtained from the Protein Data Bank (PDB), in conjunction with Amentoflavone -7.3 kcal/mol, analyzed by Autodock Vina with Pyrx program. On the left side, 2D diagrams illustrate the residue interactions between the protein and Amentoflavone .On the right side, potential area of key residues of the protein that could be mutated in cardio-facio-cutaneous (CFC) syndrome are highlighted. .
Figure 2.
displays the docking outcomes of Part A of crystal structure of Serine/threonine-protein kinase B-RAF (BRAF) with PDB code 8DGT was obtained from the Protein Data Bank (PDB),in conjunction with Hypericin -5.8 kcal/mol, analyzed by Autodock Vina with Pyrx program. On the left side, 2D diagrams illustrate the residue interactions between the protein and Hypericin .On the right side, potential area of key residues of the protein that could be mutated in cardio-facio-cutaneous (CFC) syndrome are highlighted. .
Figure 2.
displays the docking outcomes of Part A of crystal structure of Serine/threonine-protein kinase B-RAF (BRAF) with PDB code 8DGT was obtained from the Protein Data Bank (PDB),in conjunction with Hypericin -5.8 kcal/mol, analyzed by Autodock Vina with Pyrx program. On the left side, 2D diagrams illustrate the residue interactions between the protein and Hypericin .On the right side, potential area of key residues of the protein that could be mutated in cardio-facio-cutaneous (CFC) syndrome are highlighted. .
Figure 3.
displays the docking outcomes of Part B of crystal structure of Serine/threonine-protein kinase B-RAF (BRAF) with PDB code 8DGT was obtained from the Protein Data Bank (PDB), in conjunction with Amentoflavone -9.2 kcal/mol, analyzed by Autodock Vina with Pyrx program. On the left side, 2D diagrams illustrate the residue interactions between the protein and Amentoflavone .On the right side, potential area of key residues of the protein that could be mutated in cardio-facio-cutaneous (CFC) syndrome are highlighted. .
Figure 3.
displays the docking outcomes of Part B of crystal structure of Serine/threonine-protein kinase B-RAF (BRAF) with PDB code 8DGT was obtained from the Protein Data Bank (PDB), in conjunction with Amentoflavone -9.2 kcal/mol, analyzed by Autodock Vina with Pyrx program. On the left side, 2D diagrams illustrate the residue interactions between the protein and Amentoflavone .On the right side, potential area of key residues of the protein that could be mutated in cardio-facio-cutaneous (CFC) syndrome are highlighted. .
Figure 4.
displays the docking outcomes of Part B of crystal structure of Serine/threonine-protein kinase B-RAF (BRAF) with PDB code 8DGT was obtained from the Protein Data Bank (PDB), in conjunction with Hypericin -9.9 kcal/mol, analyzed by Autodock Vina with Pyrx program. On the left side, 2D diagrams illustrate the residue interactions between the protein and Hypericin .On the right side, potential area of key residues of the protein that could be mutated in cardio-facio-cutaneous (CFC) syndrome are highlighted. .
Figure 4.
displays the docking outcomes of Part B of crystal structure of Serine/threonine-protein kinase B-RAF (BRAF) with PDB code 8DGT was obtained from the Protein Data Bank (PDB), in conjunction with Hypericin -9.9 kcal/mol, analyzed by Autodock Vina with Pyrx program. On the left side, 2D diagrams illustrate the residue interactions between the protein and Hypericin .On the right side, potential area of key residues of the protein that could be mutated in cardio-facio-cutaneous (CFC) syndrome are highlighted. .
In summary, our study underscores the potential of computational approaches in drug discovery and highlights the promise of natural compounds as targeted therapies for CFC syndrome. While further research and clinical validation are needed, our findings offer hope for improved management of this rare genetic disorder and pave the way for future therapeutic advancements.
From all the docking experiments, it was understood that hypericin and amentoflavone could be potential molecules against CFC because they showed a good ability to bind to the BRAF protein. Additionally, this study identified mainly on which amino acids they could bind better, which are responsible for CFC, namely:
VAR_058621: Position 241, T>P (Threonine to Proline) [
12]
VAR_065171: Position 244, T>P (Threonine to Proline) [
12]
VAR_058623: Position 245, L>F (Leucine to Phenylalanine) [
13]
VAR_026113: Position 246, A>P (Alanine to Proline) [
12,
13]
VAR_026114: Position 257, Q>R (Glutamine to Arginine) [
6]
VAR_065172: Position 262, Q>K (Glutamine to Lysine) [
12]
VAR_058624: Position 275, E>K (Glutamic Acid to Lysine) [
13]
In particular, it has been understood that Hypericin appears to bind better to the BRAF protein, whereas Amentoflavone also binds to BRAF but with a slightly lower capacity compared to hypericin. Hypericin has a binding energy of -10.1 kcal/mol, while amentoflavone has a binding energy of -9.2 kcal/mol. However, Amentoflavone also binds well to the KRAS protein (-10 kcal/mol vs. -7 kcal/mol of Hypericin). In the case of the MEK-1 protein, both molecules bind well, with Hypericin having a binding energy of -10.5 kcal/mol compared to -9.5 kcal/mol of Amentoflavone. Overall, both molecules could be useful against Cardio-facio-cutaneous (CFC) syndrome.
Figure 5.
illustrates the docking results from Part B of the crystal structure of Serine/threonine-protein kinase B-RAF (BRAF) with PDB code 8DGT. The 2D diagrams depict the residue interactions between the protein and Amentoflavone/Hypericin, obtained from the Protein Data Bank (PDB). Specifically, the left side shows the interactions with Amentoflavone (-9.2 kcal/mol), while the right side shows the interactions with Hypericin (-10.1 kcal/mol), analyzed using Autodock Vina with the Pyrx program. The diagrams highlight the potential zone of key residues of the protein that could be mutated in cardio-facio-cutaneous (CFC) syndrome.
Figure 5.
illustrates the docking results from Part B of the crystal structure of Serine/threonine-protein kinase B-RAF (BRAF) with PDB code 8DGT. The 2D diagrams depict the residue interactions between the protein and Amentoflavone/Hypericin, obtained from the Protein Data Bank (PDB). Specifically, the left side shows the interactions with Amentoflavone (-9.2 kcal/mol), while the right side shows the interactions with Hypericin (-10.1 kcal/mol), analyzed using Autodock Vina with the Pyrx program. The diagrams highlight the potential zone of key residues of the protein that could be mutated in cardio-facio-cutaneous (CFC) syndrome.