BASIL2022GV3HDT

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Revision as of 20:44, 5 May 2022

Characterizing Putative Kinase 3HDT

Putative kinase (3HDT) shows limited activity as a cytidylate kinase, utilizing ATP and dCMP as ligands.

1 Introduction
2 In silico anaylsis
3 Docking
4 Laboratory Experiments
5 Conclusion/Future Experiments

Introduction

Kinases (or phosphotransferases) facilitate the transfer of a phosphate group from one molecule to another and are involved in cell growth and signaling. The goal of this research is to study a protein (PDB ID 3HDT) with unknown function and elucidate its potential substrates. This work uses in silico techniques to characterize the protein before biochemical assays were used to test for kinase activity. This research is part of the BASIL project that involved performing in silico and in vitro modules to make predictions and study the function of this protein.

In silico anaylsis

We used a variety of in silico tools to find similarities between 3HDT and other amino acid sequences, protein families, and 3-dimensional structures of known proteins in the PDB. Below are the recorded results and information from each database. From this information, a hypothesized function was created for 3HDT and potential substrates such as dCMP were selected for kinase assays.

BLASTp

Beginning with BLASTp^[1], we queried the FASTA sequence for our protein, PDB ID 3HDT. The alignment of our query sequence with the NK superfamily shows a high degree of overlap indicating this protein is likely a member. The importance of this is that the cytidylate kinase family is a member of the NK superfamily, supporting our hypothesis that 3HDT is a cytidylate kinase. Also, the query hits show several cytidylate kinase-like family proteins almost completely aligning with our protein, 3HDT.

BLASTp Alignment showing a hit with cytidylate kinase-like family, part of the NK superfamily.

Query hits 1-2 show proteins with unknown function while 3-6 match a cytidylate kinase-like family protein.

Pfam

We used the FASTA sequence from 3HDT to do a comparative search in Pfam^[2] to find similar protein families that our protein may belong to. Pfam predicted that our protein is part of the cytidylate kinase-like family which was also shown in the BLASTp results.

Pfam query aligned with a cytidylate kinase-like family.

Top domain results from Pfam.

DALI

Two of the top results from our DALI^[3] query (both cytidylate kinases) show a high structural resemblance with 3HDT when overlaid in DALI’s viewer. It is also worth noting that the majority of the results from our DALI query consisted of cytidylate kinases. This information helped us hypothesize the function cytidylate kinase because of the structural similarity between the proteins (structure of the protein = function) indicating a similarity in function between these kinases and our protein.

Spatial alignment of putative kinase 3HDT (green) with two cytidylate kinases: 7L4A (dark brown) and 1KDO (light brown).

Docking

We used POCASA ^[4] to determine potential binding pockets within our protein and PyRx^[5] to dock dCMP into 3HDT. PyMOL^[6] was then used to visualize the binding pockets and dCMP docked in the protein. This (in purple) is a potential pocket the substrate dCMP may bind to in the protein, 3HDT. This area was also where dCMP bound with the highest affinity in PyRx. The (Gly21, Ser22, Gly23, Val27, Thr 142, Gln149, Arg150, Thr197, Leu200, Thr201) interact within that area to help hold the substrate in place with hydrophobic interactions. Also, there are two residues, within the active site containing dCMP and cofactor ATP that are important in substrate binding. They interact with the substrate forming hydrogen bonds with the oxygens on the phosphate groups and the 6-membered ring. However, these results may not be as accurate due to an issue in the docking process where we were unsuccessful in getting PyRx to recognize where the ATP cofactor was bound before docking our substrate into the protein.

Predicted binding pockets for 3HDT represented by the white stippling.

Some of the predicted binding pockets were areas where ATP (red arrow) and dCMP (yellow arrow) bound with the highest affinity in PyRx.

dCMP (purple) docked with 3HDT and cofactor ATP (pink). Visualized in PyMOL.

Binding affinity was increased when hydroxyl group removed from ribose ring on CMP to make dCMP.

Binding affinities for compounds docked using PyRx.

Laboratory Experiments

Plasmid Analysis

BL21-Gold E.Coli were transformed with a plasmid containing the gene for 3HDT to produce our protein of interest. A pMCSG19 vector with ampicillin resistance was inserted into the cells via heat shock and incubated on a plate containing carbenicillin. To ensure we inserted the gene of interest the plasmid was digested with Xho1 and Nde1 before gel electrophoresis was run to verify its identity. The vector was 6,441 bp with the insert being an additional 660 bp for a total of 7,101 bp. This is approximately the size of the combined bands in lane five, demonstrating that we had the correct plasmid and could move forward with protein over-expression and purification.

Lane one contains ladder. Lane two contains pDNA without enzyme. Lane three contains pDNA + Xho1. Lane four contains pDNA + Nde1. Lane 5 contains pDNA + Xho1 + Nde1. Image has been modified to only show lanes of interest.

Vector map for pMCSG19.

Coupled kinase assay

Two rounds of coupled kinase assays were run using 3HDT with ATP and dCMP as substrates. The stock concentration of dCMP was measured to be 109mM, and various concentrations between 5-10mM were used in the assays. The first round of assays (3 assays) used 45.6ng of 3HDT and increasing concentrations of 5.0, 7.5, and 10.0mM dCMP in a well with 100μL total. A concentration of 7.5mM dCMP resulted in the highest specific activity (0.377 U/mg) while increasing the substrate concentration to 10mM had a slightly lower specific activity of 0.348 U/mg. When we repeated the first three kinase assays (5.0, 7.5, 10.0mM dCMP), there were discrepancies in the results indicating a potential experimental error such improper mixing, bubbles being present in the well, or too much time passing between adding substrate to the well and measuring absorbance. Additionally, the protein in the second round of assays was older (original protein but approximately a week had passed from time of over-expression) which could have affected the specific activity in those trials due to the protein starting to expire/decrease in function.

Coupled kinase assay diagram with enzymes shown in color and phosphates in yellow. Phosphorylation of dCMP is measured indirectly through the conversion of NADH to NAD+. Background hydrolysis of NADH is measured and subtracted from the conversion rate in the presence of dCMP to produce specific activity values.

Data table showing all eight coupled kinase assays with 3HDT and dCMP along with their specific activity values.

SDS-PAGE

SDS-PAGE results for the purified protein 3HDT. The total weight of this protein is around 25.79 kD. The first lane (left) contains a size standard. The band in the second lane (right) at ~70kD is not the protein of interest (3HDT) but contains a binding metal protein. There is also a faint band around ~26kD, indicating our protein of interest was present.

Results from running an SDS-PAGE with purified 3HDT.

Conclusion/Future Experiments

Our protein was confirmed to be 3HDT using SDS-PAGE and showed activity during coupled kinase assays. While this confirms that 3HDT is a kinase, the true substrate was likely not dCMP due to the low specific activity values. Further research should be done with molecules such as TMP and GMP in the future to narrow down potential nucleotide substrates or elucidate other types of compounds to be considered as ligands for 3HDT. Additionally, in the future we would like to repeat the protein purification process to try and get a higher protein concentration than what we achieved as this may have affected our coupled kinase assay results.

References

↑ National Center for Biotechnology Information (NCBI)[Internet]. Bethesda (MD): National Library of Medicine (US), National Center for Biotechnology Information; [1988] – [cited 2022 April 23].
↑ Pfam: The protein families database in 2021: J. Mistry, S. Chuguransky, L. Williams, M. Qureshi, G.A. Salazar, E.L.L. Sonnhammer, S.C.E. Tosatto, L. Paladin, S. Raj, L.J. Richardson, R.D. Finn, A. Bateman Nucleic Acids Research (2020) doi: 10.1093/nar/gkaa913
↑ Holm L (2020) Using Dali for protein structure comparison. Methods Mol. Biol. 2112, 29-42.
↑ J. Yu, Y. Zhou, I. Tanaka, M. Yao, Roll: A new algorithm for the detection of protein pockets and cavities with a rolling probe sphere. Bioinformatics, 26(1), 46-52, (2010) [PMID: 19846440]
↑ Small-Molecule Library Screening by Docking with PyRx. Dallakyan S, Olson AJ. Methods Mol Biol. 2015;1263:243-50.
↑ The PyMOL Molecular Graphics System, Version 1.7.4.5 Edu Schrödinger, LLC.

Proteopedia Page Contributors and Editors (what is this?)

Jesse D. Rothfus, Autumn Forrester, Bonnie Hall, Jaime Prilusky

Retrieved from "http://52.214.119.220/wiki/index.php/BASIL2022GV3HDT"

@@ Line 96: / Line 96: @@
 ===='''Coupled kinase assay'''====
-Two rounds of coupled kinase assays were run using 3HDT with ATP and dCMP as substrates. The stock concentration of dCMP was measured to be 109mM, and various concentrations between 5-10mM were used in the assays. The first round of assay (3 total assays) used 45.6ng of 3HDT and increasing concentrations of 5.0, 7.5, and 10.0mM dCMP in a well with 100μL total. A concentration of 7.5mM dCMP resulted in the highest specific activity (0.377 U/mg) while increasing the substrate concentration to 10mM had a slightly lower specific activity of 0.348 U/mg. When we repeated the first three kinase assays (5.0, 7.5, 10.0mM dCMP), there were discrepancies in the results indicating a potential experimental error such improper mixing, bubbles being present in the well, or too much time passing between adding substrate to the well and measuring absorbance. Additionally, the protein in the second round of assays was older (original protein but approximately a week had passed from time of over-expression) which could have affected the specific activity in those trials due to the protein starting to expire/decrease in function.
+Two rounds of coupled kinase assays were run using 3HDT with ATP and dCMP as substrates. The stock concentration of dCMP was measured to be 109mM, and various concentrations between 5-10mM were used in the assays. The first round of assays (3 assays) used 45.6ng of 3HDT and increasing concentrations of 5.0, 7.5, and 10.0mM dCMP in a well with 100μL total. A concentration of 7.5mM dCMP resulted in the highest specific activity (0.377 U/mg) while increasing the substrate concentration to 10mM had a slightly lower specific activity of 0.348 U/mg. When we repeated the first three kinase assays (5.0, 7.5, 10.0mM dCMP), there were discrepancies in the results indicating a potential experimental error such improper mixing, bubbles being present in the well, or too much time passing between adding substrate to the well and measuring absorbance. Additionally, the protein in the second round of assays was older (original protein but approximately a week had passed from time of over-expression) which could have affected the specific activity in those trials due to the protein starting to expire/decrease in function.
@@ Line 108: / Line 108: @@
 SDS-PAGE results for the purified protein 3HDT. The total weight of this protein is around 25.79 kD. The first lane (left) contains a size standard. The band in the second lane (right) at ~70kD is not the protein of interest (3HDT) but contains a binding metal protein. There is also a faint band around ~26kD, indicating our protein of interest was present.
-[[Image:3hdt sds page.png |225px| center | thumb | Results from running an SDS-PAGE with the purified 3HDT.]]
+[[Image:3hdt sds page.png |225px| center | thumb | Results from running an SDS-PAGE with purified 3HDT.]]
@@ Line 114: / Line 114: @@
 == Conclusion/Future Experiments ==
-Our protein was confirmed to be 3HDT using SDS-PAGE and showed activity during coupled kinase assays. While this confirms that 3HDT is a kinase, the true substrate, however, was likely not dCMP. Further research should be done with molecules such as TMP and GMP in the future to narrow down potential nucleotide substrates or elucidate other types of compounds to be considered as ligands for 3HDT. Additionally, if we had more time, we would repeat the protein purification process to try and get a higher protein concentration than what we achieved.
+Our protein was confirmed to be 3HDT using SDS-PAGE and showed activity during coupled kinase assays. While this confirms that 3HDT is a kinase, the true substrate was likely not dCMP due to the low specific activity values. Further research should be done with molecules such as TMP and GMP in the future to narrow down potential nucleotide substrates or elucidate other types of compounds to be considered as ligands for 3HDT. Additionally, in the future we would like to repeat the protein purification process to try and get a higher protein concentration than what we achieved as this may have affected our coupled kinase assay results.
 </StructureSection>
 == References ==
 <references/>