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X Factor:
Discovering the Influence of a Phosphodiesterase Gene on
Streptomyces scabies.
Cameron Change
Otterbein University
Abstract:
Streptomycetes are members of the bacterial family Streptomycetaceae first classified by
Nobel Prize recipients Selman Waksman and Arthur T. Henrici in 1943. Streptomycetes are soil-
dwelling organisms and are often characterized by the moist, earthy smell that has become more
commonly known to be the scent of dirt. There exists over 900 species of Streptomyces, many of
which are responsible for the vast number of antibiotics that are offered commercially. While the
majority of Streptomyces species have proven to be benign in nature, some of these species are
pathogenic and do have the ability to cause diseases in other organisms; one such species being
Streptomyces scabies. It has been determined that S. scabies is responsible for a disease called
“Common Scab” that produces scab-like formations on the surfaces of tubercle crops (e.g.
potatoes, carrots, etc.). We hypothesize that the presence of cyclic diguanosine monophosphate
(cyclic di-GMP), a common second messenger in bacteria used to regulate various cellular
processes, could be a critical regulator of S. scabies virulence factors. A phosphodiesterase gene
(rmdA) needed for the breakdown of cyclic di-GMP is known to control morphology and
development in Streptomyces coelicolor. Based on a multisequence alignment, we believe that
the functionality of the rmdA orthologue in S.scabies is conserved. The purpose of this study is to
then further determine the gene’s influence on the pathogenic nature of S.scabies via the
inactivation of rmdA.
Table of Contents
Introduction…………………………………………………………….Page 3
Streptomyces Pathogens………………………………………………..Page 4
Common Scab………………………………………………………….Page 5
Cyclic Di-GMP………………………………………………………...Page 6
Purpose…………………………………………………………………Page 7
Materials & Methods…………………………………………………...Page 9
Results………………………………………………………………….Page 17
Discussion……………………………………………………………...Page 21
References……………………………………………………………...Page 23
Introduction
Streptomyces is a member of the bacterial family Streptomycetacecae first classified by
Nobel Prize recipients Selman Waksman and Arthur T. Henrici in 1943 (Kampfer et al 2006).
Since its classification in 1943, the study and
genetic manipulation of the family
Streptomycetacecae has led to many significant
findings in various fields such as agriculture,
microbiology and even medicine.
Streptomyces is a soil-dwelling organism
and is often characterized by its moist, earthy
smell that has become more commonly known to be the scent of dirt. There exists over 900
species of Streptomyces, many of which are responseble for the vast number of antibiotics that
are offered commercially, as well as contributing to the decomposition of organic matter such as
leaves and wood. A large portion of the world’s antibiotics are produced from Actinomycetes,
with a little less than 80% coming from the genus Streptomyces itself (Clermont et al. 2011;
Flärdh et al, 2009).
Streptomycetes have proven themselves to be
a rather unique group of bacteria for a number of
reasons; one of which is their complex life cycle. For
a significant period of time Streptomycetes were
thought to belong to the Fungal family; most likely
due to their strong resemblance. This was once believed so strongly that when it came time to
name this bacterial genus, it was decided that it should be called “Streptomyces” which is loosely
translated to means “chain fungus” (Chater 1984). Streptomyces exhibits a growing method
where it produces vegetative branching hyphae to ultimately form a complex of substrate
mycelium. This mycelium then penetrates organic matter (usually soil) via extracellular
hydrolytic enzymes (Chater 1984). While these mycelia grow indeterminately, Streptomyces
itself is an immobile bacterium and cannot actively transport itself from one place to another.
This presents a problem for Streptomyces reproduction; a problem that was solved via the use of
spores. In addition to the vegetative hyphae that penetrate and gain nutrients from organic matter,
Streptomyces form aerial hyphae that specialize in the formation and distribution of a number of
spores.
Streptomyces Pathogens
While the majority of Streptomyces species have proven to be benign in nature, some of
these species are pathogenic and do have the ability to cause diseases. Of the various
Streptomyces species that have been
discovered, a little over ten of them
have been determined to be
infectious to other organisms
(Labeda 2010). The diseases that
have been found to be pathogenic
seem to be mainly plant pathogens that majorly infect tubercle crops (e.g. potatoes, carrots, etc.).
Some of these diseases, like “Sweet Potato Soft Rot” caused by Streptomyces ipomoea, severely
degrade the crop and cause it to prematurely decompose. Other Streptomyces pathogens seem to
have a less intense effect on the “meat” of the crop itself, but are still a formidable issue in terms
of agricultural yield and distribution. One such pathogen is Streptomyces scabies.
Common Scab
It has been determined that S.scabies is one of the species with the ability to cause a
disease known as “Common Scab” that produces scab-like formations on the surfaces of tubercle
crops (e.g. potatoes, carrots, etc.) (Wharton et al 2007). Even with the formation of these scabs,
S. scabies has yet to produce
any evidence indicating that it
may harm the “meat” of the
tubercle crop itself. While
S.scabies does not harm the
more vital elements of the crop,
the unsightly scab-like
complexes that form on the
outside of the crop cause a serious deficit to the market value of the crop. Due to its source of
nutrients, S.scabies is prominent in environments where most fleshy roots prefer to grow. Prior
research of Streptomyces as a whole has been conducted in order to determine some of the
reasons for select species pathogenic nature. Previous study efforts have focused on the evolution
of Streptomyces pathogenicity in correspondence to horizontal gene transfer as well as further
description of identified virulence factors. Here we present a possible role of the small RNA
dinucleotide cyclic di-GMP in the regulation of S. scabies virulence.
Cyclic di-GMP
Based on previous studies conducted on similar bacterial species, it is hypothesized that
the presence of cyclic
diguanosine monophosphate
(cyclic di-GMP) could be a
critical regulator to S.scabies
virulence factors. Cyclic di-
GMP is a common second
messenger in bacteria used to
regulate various cellular
processes (Holger et al 2012).
It was first discovered to be an enzymatic regulation action activator of cellulose synthase in
Gluconacetobacter xylinus, a bacterium closely associated with grapes (Tamayo et al 2007). In
Streptomyces coelicolor, the presence and abundance of cyclic di-GMP has been linked to
bacterial morphology and developmental regulation (Bennett et al. 2012). Further research was
conducted in order to determine the genes believed to be responsible for the synthesis and the
breaking down of cyclic di-GMP. Further research and purification endeavors were able to
determine the diguanylate cyclase (DGC) and phosphodiesterase (PDE) enzymes associated with
cyclic di-GMP. Ultimately, it was determined via reverse genetics that the amino acid sequence
of the DGC and PDE genes in G.xylinus had two distinct domains: GGDEF and EAL (Tal et al
1998). Still, it was not until a study conducted on the bacterial pathogen Vibrio cholera that
cyclic di-GMP was indicated as a possible repressor of bacterial virulence (Tischler et al 2005).
Purpose
As it relates to S. ceolicolor, the gene rmdA (originally referred to as SCO0928) is known
to be responsible for phosphodiesterase activity (breaking down) cyclic di-GMP (Hull et al.
2012). It has also been determined that cyclic di-GMP is directly associated with the morphology
and development of S.ceolicolor. Based on the highly conserved nature of rmdA in S.ceolicolor
in comparison to the suspected orthologue in S.scabies, it is suspected that the rmdA homologue
in S. scabies could also be involved in the regulation of morphology and development in
S.scabies. Furthermore, based on previous studies on disease-causing organisms such as
Gluconacetobacter xylinus, it is plausible that the rmdA homologue in S.scabies (SCAB11501) is
particularly influential for S.scabies pathogenesis.
The purpose of this project is to determine if the inactivation of the rmdA homologue will
have an effect on the growth of Streptomyces scabies, as well as its disease-causing nature. Our
efforts to test the validity of this notion were divided into two separate yet equally influential
fields of study. First, our attempts focused on the creation and culture of rmdA inactivated
mutants via the insertion of an S.ceolicolor cosmid containing a disruption cassette with
antibiotic resistant properties into the S.scabies genome. We suspected that due to the seemingly
high homology between the two Streptomyces species, that it should be possible to create an
interspecies hybrid containing the disrupted rmdA gene. It seemed that the most fruitful way to
carry out this experiment would be to conduct two methods of introducing the mutated cosmid
DNA into S. scabies: interspecies conjugation and protoplast transformation. We chose
interspecies conjugation as a means of introducing the DNA from E. coli to S. scabies because a
previous study conducted in our lab where Streptomyces coelicolor was the recipient strain
yielded positive results. As a means of precaution, we also conducted a transformation of the
S.scabies protoplasts with the disruption cosmid. After each attempt to introduce the cosmid into
the S. scabies cells, we then carried out a step designed to help us select for a hybrid
Streptomyces species that had undergone double homologous recombination (gene replacement)
instead of just single homologous recombination (integration of the entire cosmid). While
conducting these experiments, we simultaneously carried out a series of bioinformatics research
on several species of pathogenic Streptomyces and S. ceolicolor in order to compare how similar
they were on a protein level and, in one particular case, nucleotide level. We hypothesize that if
SCAB11501 does control Streptomyces scabies pathogenesis, then the absence of this gene will
show a notable difference in potato scab production from that observed for wild-type S. scabies.
Materials & Methods:
Bioinformatics Data
The bioinformatics research began with the acquisition of the amino acid sequence of the
S.ceolicolor RmdA phosphodiesterase protein. This was done via searching for the gene in the
Streptomyces data base. Once the S. ceolicolor sequence had been procured, we were also able to
attain the S. scabies amino acid sequence by searching S.ceolicolor gene homologues in the same
database. After the two sequences of interest had been attained, we then searched for other
pathogenic Streptomyces species with genes homologous to that of Streptomyces ceolicolor via a
protein BLAST in the NCBI data base. The BLAST search yielded the names and identities of
approximately one hundred Streptomycetes with homologous genes to S.ceolicolor. To narrow
the search down we cross referenced the BLAST search with a list of previously identified
Streptomyces pathogens. We then searched these pathogens in the Streptomyces data base to see
if there was a pre-existing amino acid sequence that could be used to compare with our primary
organisms (S.ceolicolor and S.scabies). The search efforts resulted in the amino acid sequence of
three know Streptomyces pathogens: S.turgidiscabies, S.acidiscabies and S.ipomoeae. Following
this step, an individual domain map was created using the amino acid sequence of each organism
respectively in the SMART database. In addition to this, we compared the amino acid sequences
of the organisms against each other using the CLUSTAL W multi-sequence alignment program
in the “Biology Work Bench” website. In addition to the multi-sequence protein alignment, the
nucleotide sequences of the Streptomyces coelicolor rmdA gene and its Streptomyces scabies
orthologue SCAB11501 were also obtained from the Streptomyces database. Once these
sequences had been obtained, they were entered into the NCBI pair wise nucleotide alignment
program with the intention of discovering the species identity between the Streptomyces
organisms. To conclude the sequence analysis and comparison portion of this study, a pair wise
protein alignment (using the various amino acid sequences) was conducted between S. coelicolor
RmdA versus the suspected protein orthologue from each pathogenic Streptomyces organism.
Following the sequence alignment the study continued onto the creation of three
dimensional images of the projected protein models. We began by entering the entire protein
sequence of each Streptomyces species RmdA orthologue into a threading program known as
Raptor-X. The threading program, over the course of thirteen hours, created a theoretical two
dimensional structure of the gene sequences of each organism respectively. In addition to the two
dimensional structures, the program saved the theoretical protein models in a PDB format. We
took the PDB files and entered them into the NCBI data base so that it could be converted into a
readable file for the CN3D program. Once the files had been successfully converted, we
visualized them in the CN3D program in the hopes of creating three dimensional protein
structures for each Streptomyces organism.
Interspecies Conjugation
Prior to the conjugation attempt, both the wild type Streptomyces scabies (87.22) and the
E. coli containing the cosmid with the antibiotic resistance cassette had to be prepared separately.
The cosmid containing the deletion cassette with antibiotic resistant properties was successfully
synthesized and obtained from another laboratory.
Preparation of E. coli (ET12567/pUZ8002/rmdA::Tn5 cosmid)
 Grew an overnight liquid culture of E.coli in LB broth containing the antibiotics
Apramycin and Kanamycin.
 150 microliters of the overnight culture was taken and inoculated in 15 milliliters of LB
broth containing the antibiotics Apramycin
and Kanamycin for a period of 7 hours to
reach the optical density of 0.311 at 600
nanometers.
 The 15 milliliter culture was then placed
into a centrifuge tube and spun at 4000
rpm for a duration of 5 minutes
 Post centrifugation, the supernatant was
discarded and the bacterial pellet
underwent a series of 2 washes in regular
LB broth. (Wash= suspended in broth and centrifuged at 4000 rpm for a duration of 5
minutes.)
 Post wash, the bacterial pellet was then suspended in 250 microliters of LB broth.
Preparation of Streptomyces scabies 87.22
Prior to the incubation procedure below, wild type S.scabies (87.22) was grown on Soya
Flour Manitol (SFM) media and was stored at a 30*C incubator for several weeks.
 With a sterile plate as the stage, several samples of S. Scabies were taken from the SFM
culture plate with sterile toothpicks and mashed in 50 microliters of 10% Saline solution.
 More samples of the S.scabies were collected and mixed with 250 microliters of saline
solution.
 The S.scabies/saline solution was place into a 15 milliliter centrifuge tube with 500
microliters of 10% Saline solution.
The procedure would later on be altered to a method of spore harvesting in an attempt to
gain a more fruitful conjugation yield. In order to obtain the spores, a lawn of wild type S.scabies
was streaked on SFM media 72 hours prior to the havest.
 3 milliliters of 10% saline solution was added to the S. scabies lawn. Using a sterile
inoculating loop, the lawn was lightly scraped across its surface in order to release the
spores into the overlaying saline solution.
 The spore/saline solution was then pipetted into a 15 milliliter centrifuge tube.
 The spore/saline solution was then heat shocked at 37°C for a duration of ten minutes
Conjugation Plating
 Two SFM plates were distributed and 50 microliters of S.scabies (S.scabies spore)
solution was added to each plate.
 50 microliters of prepared E. coli broth was then added to each plate and a sterile
spreader was used to spread the conjugation culture evenly on the plate.
 The conjugation plates were then left in the 30°C incubator for aduration of 19 hours.
(The time that two species would be allowed to undergo conjugation would later be
changed to 24 hours.)
 After the conjugation period had expired, the Conjugation plates then received an
antibiotic overlay containing 150 micro liters of Apramycin and 250 micro liters of
Naladixic acid.
 The conjugation plates were then returned to the 30°C incubator for a period of 72-96
hours.
Transformation of Wild Type S.scabies
Prior to the Transformation attempt, both the wild type Streptomyces scabies (87.22) and
the S. coelicolor mutated cosmid DNA from E. coli containing the antibiotic resistance cassette
underwent separate preparation procedures. The cosmid containing deletion cassette with
antibiotic resistant properties was constructed and acquired from another laboratory.
Preparation of cosmid DNA from ET12567/pUZ8002/rmdA::Tn5 cosmid
Liquid culture of E. coli containing the antibiotic resistance cassette was prepared the
night prior from Dr. Bennett’s private stock. The DNA of said culture was then purified via the
following procedure attained from the QIA Miniprep (QIAGEN) hand book.
 Centrifuged liquid culture for 5 minutes at 4000rpm to attain a pellet of bacterial cells.
Then removed the supernatant.
 Suspended bacterial pellet in 250 microliters of Buffer P1 (QIA Miniprep kit) then
transferred to a micro-centrifuge tube.
 Added 250 microliters of Buffer P2 (QIA Miniprep Kit) and mixed thoroughly by
inverting 4-6 times.
*Did not allow lysing reaction to continue for longer than 5 minutes
 Added 250 microliters of Buffer N3 (QIA Miniprep Kit) and mixed thoroughly by
inverting the tube 4-6 times.
 Centrifuged the tube for 10 minutes at 13,000 rpm.
 Applied supernatants to QIAprep spin column by pipetting. Centrifuged for 30-60
seconds and discarded flow through
 Added 500 microliters to Buffer PB to QIAprep spin column. Centrifuged for 30-60
seconds and discarded flow through
 Wash- added 750 microliters of Buffer PE to the QIA spin column. Centrifuged for 30-60
seconds
 Discarded flow through and centrifuge for an additional minute to remove residual wash
buffer.
 Placed QIAprep column in a clean 1.5 milliliter micro centrifuge tube. To elute DNA,
added 50 microliters of Buffer EB (QIA Miniprep Kit) to each QIA spin column. Let
stand for one minute and centrifuge for one minute.
 Stored prepared DNA in -80*C freezer.
Preparation of Streptomyces scabies 87.22
Prior to the incubation procedure below, wild type S.scabies (87.22) was grown on Soya
Flour Mannitol media and was stored at a 30°C incubator for several weeks.
 Smashed several colonies of S. scabies in 200 microliters of saline.
 Added the smashed S. scabies solution to 30 milliliters of YEME in baffled flask.
 Placed flask in orbital shaker on 30°C at 250 rpm over the course of 36-48 hours.
Preparation of Protoplasts
On the day of transformation, the following procedure was conducted with the previously
incubated S. scabies (87.22) strain in the YEME solution with the goal of attaining bacterial
protoplasts.
 Transferred YEME with pre-germinated spores from baffled flask to 50 milliliter
centrifuge tube.
 Added 15 milliliters of sucrose to baffled
flask to rinse the remaining cells and
transferred to the 50 milliliter centrifuge tube
(vigorously shook and inverted tube in order
to suspend spores in YEME/ Sucrose
solution).
 Centrifuged the 50 milliliter tube at 4000 rpm
for ten minutes (discarded supernatant).
 Added 15 milliliters of 10% sucrose and shook/ inverted to re-suspend pellet.
 Centrifuged at 4000rpm for ten minutes and discard supernatant (the previously stated
steps were completed once more.)
 Added 5 milliliters of lysozyme solution and triturated three times to break up any chunks
(Triturate = draw up into a pipette and let roll slowly down the sides)
 Incubated at 30*C for 60-90 minutes, triturating (in a fume hood) every 10-15 minutes.
 After the incubation period, the entire culture was place in to a syringe with cotton that
had been sterilized (via autoclave) and was allowed to sediment for a minute.
 The newly formed protoplast solution was then forced through the cotton syringe in to a
15 milliliter centrifuge tube.
 Centrifuged at 4000 rpm for 5 minutes (discard supernatant)
 Added 100 microliters to the remaining pellet. Suspended by drawing up and down in a
pipette.
Transformation of Protoplast with DNA
Prior to the protoplast introduction to the DNA, a DNA alkaline denaturation step was
conducted during the final sequences of the protoplasts preparation. The procedure for said
denaturation is as follows:
 Placed 24 microliters of the stored E. coli DNA (ET12567/pUZ8002/rmdA::Tn5 cosmid)
into a 1.5 milliliter microfuge tube.
 Added 6 microliters of 1M NaOH
 Mixed the solution and centrifuged for 3 seconds
 Incubated at 37°C for ten minutes.
 Post incubation, rapidly chilled on ice
 Added 6 microliters of 1M HCL.
After the DNA Alkaline denaturation procedure had concluded, we then preceded with
the transformation steps:
 Added 100 microliters of the protoplasts to the tube of alkaline denatured DNA
 Immediately added 500 microliters of the 25% polyethylene glycol (PEG) in P-buffer to
the tube.
 Mixed the contents of the tube by drawing it up and down repeatedly with a pipette.
 Immediately plated 100 microliters of the transformation solution onto each R2YE plate
(6 plates in total).
 Incubated at 30°C for a period of 16 hours.
 Post incubation, plated each culture with 2 milliliters of antibiotic overlay
 Incubated at 30°C for 72-96 hours
Results:
Bioinformatics
The amino acid sequence for each Streptomyces organism had been successfully
obtained. Afterwards, a multi-sequence protein alignment was run via the “Biology work bench”
web site. This program took the individual amino acid sequences and arranged them in a manner
so that they could be compared against one another. The results of this showed that there is
relatively high similarity in the location of amino acids within individual sequences, with
particular emphasis on the conservation of the catalytic regions of sensory and cyclic di-GMP
metabolism. In addition to the multi-sequence alignment results, the domain maps created from
the individual amino acid sequences illustrated the high conservation of the cyclic di-GMP
metabolic pathway within each Streptomyces organism.
In addition to the aligned sequences and domain maps the pair wise protein alignment,
where SCO0928 (rmdA) was compared against each pathogenic organism individually, revealed
that SCO0928 was approximately 86.5% homologous with the rest other Streptomyces organisms
(S.scabies: 88%; S.turgidiscabies: 88%; S.ipomoeae: 87%; S. acidiscabies: 38%). Furthermore,
the pairwise nucleotide BLAST yielded that S.scabies and SCO0928 share an 87% nucleotide
identity.
The efforts to create theoretical three dimensional structures of the various amino acid
sequences were reasonably successful. The RaptorX program, was able to construct the
hypothetical structures of each organism individually, then the structures were visualized in the
CN3D program, provided by the NCBI database. The three dimensional structures were
accompanied by smaller text window with the location of each amino acid within the order of the
organism. By using this text box, we were able to locate and create an annotation for the rmdA
catalytic site in each structure by highlighting the correct EAL region.
Interspecies Conjugation
There were a total of six attempts made to
insert the disruption cassette into S. scabies via
interspecies conjugation. The first tries only yielded a
combination of bacterial contamination and a small
population of indistinguishable red colonies. Latter
attempts were conducted, during which time several
steps in methodology were altered as a means of
improving efficiency. Despite the amount of
attempts, endeavors to create an
S.coelicolor/S.scabies hybrid via interspecies
conjugation with an E.coli vector proved to be unsuccessful.
Protoplast Transformation
There was one effort made to create the
S.ceolicolor/S.scabies hybrid via protoplast transformation.
The entire procedure spanned the course of approximately
five days to complete, during which time all of the reactants
and sterile instruments necessary to carry out the procedure
were made as well. The transformation attempt ended with
the presence of bacterial contamination as well as the
indistinguishable reddish colonies.
Discussion
The study yielded inconclusive results in reference to the phosphodiesterase gene’s
influence on the organism’s ability to cause disease. As the results show, we were unable to
insert the disruption cassette into the S.scabies genome via either interspecies conjugation or
protoplast transformation; the result of this being that we did not create the S.scabies/S.ceolicolor
hybrid and therefore cannot continue with the remaining steps of the study. It is possible that the
inability to create the hybrid could be due in part to some incompatibility between the wild type
S.scabies target and the E.coli vector. It was assumed that positive results from the S.ceolicolor
study, as well as the similarity between S.ceolicolor and S.scabies in homology and nucleotide
identity, provided enough theoretical evidence for the success of the cosmid integration attempts.
However, it is possible that similarities between the two Streptomycetes were not enough for this
study to yield the same results as the previous study with S.ceolicolor. The original goal was to
use S.scabies own homologous recombination system to assimilate the mutated S.coelicolor
gene. It could be, however, that the two Streptomycetes homology was not sufficient enough for
this to occur. Furthermore, the presence of bacterial contamination as well as the interference of
the various antibiotics used in the study could have created conditions too unfavorable for the
desired mutants to grow. It is also important to note that several of the reactants necessary for the
cassette integration attempts were not the same exact reactants that were outlined in the text used
to carry out these procedures, though they differed very minutely in ways such as cloth density
(cotton balls) and molecular weight (polyethylene glycol). Unfortunately, since S.scabies has
never before been studied in this lab and studied very little in other locations, there is not much
information that can be referenced to determine the accuracy of these potential reasons.
Despite the failure to create the Streptomyces hybrid, this study has brought forth many
positive results. We were able to attain the domain maps for each species highlighted within the
study. This is significant because the maps themselves illustrate the highly conserved genes
within the individual species, which could possibly be an indication for similar cyclic di-GMP
use and function in these organisms, respectively. Furthermore, all of the research conducted in
this study provides the framework for which later studies can use as a foundational reference.
Future directions for this study could include efforts to discover the cyclic di-GMP metabolic
pathway function in these other species. However, in the grand scheme of the project, the most
important objective is to create the SCO0928/S.scabies hybrid. Once the hybrid containing the
disruption cassette has been successfully created and grown, it can be introduced to the tubercle
crop host and definitive answers to rmdA’s influence on species pathogenesis can be formulated.
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Nature Protocols 7, 1511-1522, 2012.
19. Jianzhu Ma, Sheng Wang, Feng Zhao, and Jinbo Xu. Protein threading using context-
specific alignment potential. Bioinformatics (Proceedings of ISMB 2013), Vol. 29, Issue
13, pp. i257-i265.
20. Jian Peng and Jinbo Xu. A multiple-template approach to protein threading. PROTEINS,
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21. Jian Peng and Jinbo Xu. RaptorX: exploiting structure information for protein alignment
by statistical inference. PROTEINS, 2011, Vol 79, Issue S10, pp. 161-171.
22. N.p., n.d. Web. 13 Feb. 2014.
<http%3A%2F%2Fwww.ncbi.nlm.nih.gov%2FStructure%2Fcdd%2Fwrpsb.cgi%3FRID
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23. "RaptorX: A Protein Structure and Function Prediction Server." RaptorX: A Protein
Structure and Function Prediction Server. N.p., n.d. Web. 07 Apr. 2014.

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Strep project Cam Change

  • 1. X Factor: Discovering the Influence of a Phosphodiesterase Gene on Streptomyces scabies. Cameron Change Otterbein University Abstract: Streptomycetes are members of the bacterial family Streptomycetaceae first classified by Nobel Prize recipients Selman Waksman and Arthur T. Henrici in 1943. Streptomycetes are soil- dwelling organisms and are often characterized by the moist, earthy smell that has become more commonly known to be the scent of dirt. There exists over 900 species of Streptomyces, many of which are responsible for the vast number of antibiotics that are offered commercially. While the majority of Streptomyces species have proven to be benign in nature, some of these species are pathogenic and do have the ability to cause diseases in other organisms; one such species being Streptomyces scabies. It has been determined that S. scabies is responsible for a disease called “Common Scab” that produces scab-like formations on the surfaces of tubercle crops (e.g. potatoes, carrots, etc.). We hypothesize that the presence of cyclic diguanosine monophosphate (cyclic di-GMP), a common second messenger in bacteria used to regulate various cellular processes, could be a critical regulator of S. scabies virulence factors. A phosphodiesterase gene (rmdA) needed for the breakdown of cyclic di-GMP is known to control morphology and development in Streptomyces coelicolor. Based on a multisequence alignment, we believe that the functionality of the rmdA orthologue in S.scabies is conserved. The purpose of this study is to then further determine the gene’s influence on the pathogenic nature of S.scabies via the inactivation of rmdA.
  • 2. Table of Contents Introduction…………………………………………………………….Page 3 Streptomyces Pathogens………………………………………………..Page 4 Common Scab………………………………………………………….Page 5 Cyclic Di-GMP………………………………………………………...Page 6 Purpose…………………………………………………………………Page 7 Materials & Methods…………………………………………………...Page 9 Results………………………………………………………………….Page 17 Discussion……………………………………………………………...Page 21 References……………………………………………………………...Page 23
  • 3. Introduction Streptomyces is a member of the bacterial family Streptomycetacecae first classified by Nobel Prize recipients Selman Waksman and Arthur T. Henrici in 1943 (Kampfer et al 2006). Since its classification in 1943, the study and genetic manipulation of the family Streptomycetacecae has led to many significant findings in various fields such as agriculture, microbiology and even medicine. Streptomyces is a soil-dwelling organism and is often characterized by its moist, earthy smell that has become more commonly known to be the scent of dirt. There exists over 900 species of Streptomyces, many of which are responseble for the vast number of antibiotics that are offered commercially, as well as contributing to the decomposition of organic matter such as leaves and wood. A large portion of the world’s antibiotics are produced from Actinomycetes, with a little less than 80% coming from the genus Streptomyces itself (Clermont et al. 2011; Flärdh et al, 2009). Streptomycetes have proven themselves to be a rather unique group of bacteria for a number of reasons; one of which is their complex life cycle. For a significant period of time Streptomycetes were thought to belong to the Fungal family; most likely
  • 4. due to their strong resemblance. This was once believed so strongly that when it came time to name this bacterial genus, it was decided that it should be called “Streptomyces” which is loosely translated to means “chain fungus” (Chater 1984). Streptomyces exhibits a growing method where it produces vegetative branching hyphae to ultimately form a complex of substrate mycelium. This mycelium then penetrates organic matter (usually soil) via extracellular hydrolytic enzymes (Chater 1984). While these mycelia grow indeterminately, Streptomyces itself is an immobile bacterium and cannot actively transport itself from one place to another. This presents a problem for Streptomyces reproduction; a problem that was solved via the use of spores. In addition to the vegetative hyphae that penetrate and gain nutrients from organic matter, Streptomyces form aerial hyphae that specialize in the formation and distribution of a number of spores. Streptomyces Pathogens While the majority of Streptomyces species have proven to be benign in nature, some of these species are pathogenic and do have the ability to cause diseases. Of the various Streptomyces species that have been discovered, a little over ten of them have been determined to be infectious to other organisms (Labeda 2010). The diseases that have been found to be pathogenic seem to be mainly plant pathogens that majorly infect tubercle crops (e.g. potatoes, carrots, etc.). Some of these diseases, like “Sweet Potato Soft Rot” caused by Streptomyces ipomoea, severely degrade the crop and cause it to prematurely decompose. Other Streptomyces pathogens seem to
  • 5. have a less intense effect on the “meat” of the crop itself, but are still a formidable issue in terms of agricultural yield and distribution. One such pathogen is Streptomyces scabies. Common Scab It has been determined that S.scabies is one of the species with the ability to cause a disease known as “Common Scab” that produces scab-like formations on the surfaces of tubercle crops (e.g. potatoes, carrots, etc.) (Wharton et al 2007). Even with the formation of these scabs, S. scabies has yet to produce any evidence indicating that it may harm the “meat” of the tubercle crop itself. While S.scabies does not harm the more vital elements of the crop, the unsightly scab-like complexes that form on the outside of the crop cause a serious deficit to the market value of the crop. Due to its source of nutrients, S.scabies is prominent in environments where most fleshy roots prefer to grow. Prior research of Streptomyces as a whole has been conducted in order to determine some of the reasons for select species pathogenic nature. Previous study efforts have focused on the evolution of Streptomyces pathogenicity in correspondence to horizontal gene transfer as well as further description of identified virulence factors. Here we present a possible role of the small RNA dinucleotide cyclic di-GMP in the regulation of S. scabies virulence.
  • 6. Cyclic di-GMP Based on previous studies conducted on similar bacterial species, it is hypothesized that the presence of cyclic diguanosine monophosphate (cyclic di-GMP) could be a critical regulator to S.scabies virulence factors. Cyclic di- GMP is a common second messenger in bacteria used to regulate various cellular processes (Holger et al 2012). It was first discovered to be an enzymatic regulation action activator of cellulose synthase in Gluconacetobacter xylinus, a bacterium closely associated with grapes (Tamayo et al 2007). In Streptomyces coelicolor, the presence and abundance of cyclic di-GMP has been linked to bacterial morphology and developmental regulation (Bennett et al. 2012). Further research was conducted in order to determine the genes believed to be responsible for the synthesis and the breaking down of cyclic di-GMP. Further research and purification endeavors were able to determine the diguanylate cyclase (DGC) and phosphodiesterase (PDE) enzymes associated with cyclic di-GMP. Ultimately, it was determined via reverse genetics that the amino acid sequence of the DGC and PDE genes in G.xylinus had two distinct domains: GGDEF and EAL (Tal et al 1998). Still, it was not until a study conducted on the bacterial pathogen Vibrio cholera that cyclic di-GMP was indicated as a possible repressor of bacterial virulence (Tischler et al 2005).
  • 7. Purpose As it relates to S. ceolicolor, the gene rmdA (originally referred to as SCO0928) is known to be responsible for phosphodiesterase activity (breaking down) cyclic di-GMP (Hull et al. 2012). It has also been determined that cyclic di-GMP is directly associated with the morphology and development of S.ceolicolor. Based on the highly conserved nature of rmdA in S.ceolicolor in comparison to the suspected orthologue in S.scabies, it is suspected that the rmdA homologue in S. scabies could also be involved in the regulation of morphology and development in S.scabies. Furthermore, based on previous studies on disease-causing organisms such as Gluconacetobacter xylinus, it is plausible that the rmdA homologue in S.scabies (SCAB11501) is particularly influential for S.scabies pathogenesis. The purpose of this project is to determine if the inactivation of the rmdA homologue will have an effect on the growth of Streptomyces scabies, as well as its disease-causing nature. Our efforts to test the validity of this notion were divided into two separate yet equally influential fields of study. First, our attempts focused on the creation and culture of rmdA inactivated mutants via the insertion of an S.ceolicolor cosmid containing a disruption cassette with antibiotic resistant properties into the S.scabies genome. We suspected that due to the seemingly high homology between the two Streptomyces species, that it should be possible to create an interspecies hybrid containing the disrupted rmdA gene. It seemed that the most fruitful way to carry out this experiment would be to conduct two methods of introducing the mutated cosmid DNA into S. scabies: interspecies conjugation and protoplast transformation. We chose interspecies conjugation as a means of introducing the DNA from E. coli to S. scabies because a previous study conducted in our lab where Streptomyces coelicolor was the recipient strain yielded positive results. As a means of precaution, we also conducted a transformation of the
  • 8. S.scabies protoplasts with the disruption cosmid. After each attempt to introduce the cosmid into the S. scabies cells, we then carried out a step designed to help us select for a hybrid Streptomyces species that had undergone double homologous recombination (gene replacement) instead of just single homologous recombination (integration of the entire cosmid). While conducting these experiments, we simultaneously carried out a series of bioinformatics research on several species of pathogenic Streptomyces and S. ceolicolor in order to compare how similar they were on a protein level and, in one particular case, nucleotide level. We hypothesize that if SCAB11501 does control Streptomyces scabies pathogenesis, then the absence of this gene will show a notable difference in potato scab production from that observed for wild-type S. scabies.
  • 9. Materials & Methods: Bioinformatics Data The bioinformatics research began with the acquisition of the amino acid sequence of the S.ceolicolor RmdA phosphodiesterase protein. This was done via searching for the gene in the Streptomyces data base. Once the S. ceolicolor sequence had been procured, we were also able to attain the S. scabies amino acid sequence by searching S.ceolicolor gene homologues in the same database. After the two sequences of interest had been attained, we then searched for other pathogenic Streptomyces species with genes homologous to that of Streptomyces ceolicolor via a protein BLAST in the NCBI data base. The BLAST search yielded the names and identities of approximately one hundred Streptomycetes with homologous genes to S.ceolicolor. To narrow the search down we cross referenced the BLAST search with a list of previously identified Streptomyces pathogens. We then searched these pathogens in the Streptomyces data base to see if there was a pre-existing amino acid sequence that could be used to compare with our primary organisms (S.ceolicolor and S.scabies). The search efforts resulted in the amino acid sequence of three know Streptomyces pathogens: S.turgidiscabies, S.acidiscabies and S.ipomoeae. Following this step, an individual domain map was created using the amino acid sequence of each organism respectively in the SMART database. In addition to this, we compared the amino acid sequences of the organisms against each other using the CLUSTAL W multi-sequence alignment program in the “Biology Work Bench” website. In addition to the multi-sequence protein alignment, the nucleotide sequences of the Streptomyces coelicolor rmdA gene and its Streptomyces scabies orthologue SCAB11501 were also obtained from the Streptomyces database. Once these sequences had been obtained, they were entered into the NCBI pair wise nucleotide alignment program with the intention of discovering the species identity between the Streptomyces
  • 10. organisms. To conclude the sequence analysis and comparison portion of this study, a pair wise protein alignment (using the various amino acid sequences) was conducted between S. coelicolor RmdA versus the suspected protein orthologue from each pathogenic Streptomyces organism. Following the sequence alignment the study continued onto the creation of three dimensional images of the projected protein models. We began by entering the entire protein sequence of each Streptomyces species RmdA orthologue into a threading program known as Raptor-X. The threading program, over the course of thirteen hours, created a theoretical two dimensional structure of the gene sequences of each organism respectively. In addition to the two dimensional structures, the program saved the theoretical protein models in a PDB format. We took the PDB files and entered them into the NCBI data base so that it could be converted into a readable file for the CN3D program. Once the files had been successfully converted, we visualized them in the CN3D program in the hopes of creating three dimensional protein structures for each Streptomyces organism. Interspecies Conjugation Prior to the conjugation attempt, both the wild type Streptomyces scabies (87.22) and the E. coli containing the cosmid with the antibiotic resistance cassette had to be prepared separately. The cosmid containing the deletion cassette with antibiotic resistant properties was successfully synthesized and obtained from another laboratory. Preparation of E. coli (ET12567/pUZ8002/rmdA::Tn5 cosmid)
  • 11.  Grew an overnight liquid culture of E.coli in LB broth containing the antibiotics Apramycin and Kanamycin.  150 microliters of the overnight culture was taken and inoculated in 15 milliliters of LB broth containing the antibiotics Apramycin and Kanamycin for a period of 7 hours to reach the optical density of 0.311 at 600 nanometers.  The 15 milliliter culture was then placed into a centrifuge tube and spun at 4000 rpm for a duration of 5 minutes  Post centrifugation, the supernatant was discarded and the bacterial pellet underwent a series of 2 washes in regular LB broth. (Wash= suspended in broth and centrifuged at 4000 rpm for a duration of 5 minutes.)  Post wash, the bacterial pellet was then suspended in 250 microliters of LB broth. Preparation of Streptomyces scabies 87.22 Prior to the incubation procedure below, wild type S.scabies (87.22) was grown on Soya Flour Manitol (SFM) media and was stored at a 30*C incubator for several weeks.  With a sterile plate as the stage, several samples of S. Scabies were taken from the SFM culture plate with sterile toothpicks and mashed in 50 microliters of 10% Saline solution.
  • 12.  More samples of the S.scabies were collected and mixed with 250 microliters of saline solution.  The S.scabies/saline solution was place into a 15 milliliter centrifuge tube with 500 microliters of 10% Saline solution. The procedure would later on be altered to a method of spore harvesting in an attempt to gain a more fruitful conjugation yield. In order to obtain the spores, a lawn of wild type S.scabies was streaked on SFM media 72 hours prior to the havest.  3 milliliters of 10% saline solution was added to the S. scabies lawn. Using a sterile inoculating loop, the lawn was lightly scraped across its surface in order to release the spores into the overlaying saline solution.  The spore/saline solution was then pipetted into a 15 milliliter centrifuge tube.  The spore/saline solution was then heat shocked at 37°C for a duration of ten minutes Conjugation Plating  Two SFM plates were distributed and 50 microliters of S.scabies (S.scabies spore) solution was added to each plate.  50 microliters of prepared E. coli broth was then added to each plate and a sterile spreader was used to spread the conjugation culture evenly on the plate.  The conjugation plates were then left in the 30°C incubator for aduration of 19 hours. (The time that two species would be allowed to undergo conjugation would later be changed to 24 hours.)
  • 13.  After the conjugation period had expired, the Conjugation plates then received an antibiotic overlay containing 150 micro liters of Apramycin and 250 micro liters of Naladixic acid.  The conjugation plates were then returned to the 30°C incubator for a period of 72-96 hours. Transformation of Wild Type S.scabies Prior to the Transformation attempt, both the wild type Streptomyces scabies (87.22) and the S. coelicolor mutated cosmid DNA from E. coli containing the antibiotic resistance cassette underwent separate preparation procedures. The cosmid containing deletion cassette with antibiotic resistant properties was constructed and acquired from another laboratory. Preparation of cosmid DNA from ET12567/pUZ8002/rmdA::Tn5 cosmid Liquid culture of E. coli containing the antibiotic resistance cassette was prepared the night prior from Dr. Bennett’s private stock. The DNA of said culture was then purified via the following procedure attained from the QIA Miniprep (QIAGEN) hand book.  Centrifuged liquid culture for 5 minutes at 4000rpm to attain a pellet of bacterial cells. Then removed the supernatant.  Suspended bacterial pellet in 250 microliters of Buffer P1 (QIA Miniprep kit) then transferred to a micro-centrifuge tube.  Added 250 microliters of Buffer P2 (QIA Miniprep Kit) and mixed thoroughly by inverting 4-6 times. *Did not allow lysing reaction to continue for longer than 5 minutes
  • 14.  Added 250 microliters of Buffer N3 (QIA Miniprep Kit) and mixed thoroughly by inverting the tube 4-6 times.  Centrifuged the tube for 10 minutes at 13,000 rpm.  Applied supernatants to QIAprep spin column by pipetting. Centrifuged for 30-60 seconds and discarded flow through  Added 500 microliters to Buffer PB to QIAprep spin column. Centrifuged for 30-60 seconds and discarded flow through  Wash- added 750 microliters of Buffer PE to the QIA spin column. Centrifuged for 30-60 seconds  Discarded flow through and centrifuge for an additional minute to remove residual wash buffer.  Placed QIAprep column in a clean 1.5 milliliter micro centrifuge tube. To elute DNA, added 50 microliters of Buffer EB (QIA Miniprep Kit) to each QIA spin column. Let stand for one minute and centrifuge for one minute.  Stored prepared DNA in -80*C freezer. Preparation of Streptomyces scabies 87.22 Prior to the incubation procedure below, wild type S.scabies (87.22) was grown on Soya Flour Mannitol media and was stored at a 30°C incubator for several weeks.  Smashed several colonies of S. scabies in 200 microliters of saline.  Added the smashed S. scabies solution to 30 milliliters of YEME in baffled flask.  Placed flask in orbital shaker on 30°C at 250 rpm over the course of 36-48 hours.
  • 15. Preparation of Protoplasts On the day of transformation, the following procedure was conducted with the previously incubated S. scabies (87.22) strain in the YEME solution with the goal of attaining bacterial protoplasts.  Transferred YEME with pre-germinated spores from baffled flask to 50 milliliter centrifuge tube.  Added 15 milliliters of sucrose to baffled flask to rinse the remaining cells and transferred to the 50 milliliter centrifuge tube (vigorously shook and inverted tube in order to suspend spores in YEME/ Sucrose solution).  Centrifuged the 50 milliliter tube at 4000 rpm for ten minutes (discarded supernatant).  Added 15 milliliters of 10% sucrose and shook/ inverted to re-suspend pellet.  Centrifuged at 4000rpm for ten minutes and discard supernatant (the previously stated steps were completed once more.)  Added 5 milliliters of lysozyme solution and triturated three times to break up any chunks (Triturate = draw up into a pipette and let roll slowly down the sides)
  • 16.  Incubated at 30*C for 60-90 minutes, triturating (in a fume hood) every 10-15 minutes.  After the incubation period, the entire culture was place in to a syringe with cotton that had been sterilized (via autoclave) and was allowed to sediment for a minute.  The newly formed protoplast solution was then forced through the cotton syringe in to a 15 milliliter centrifuge tube.  Centrifuged at 4000 rpm for 5 minutes (discard supernatant)  Added 100 microliters to the remaining pellet. Suspended by drawing up and down in a pipette. Transformation of Protoplast with DNA Prior to the protoplast introduction to the DNA, a DNA alkaline denaturation step was conducted during the final sequences of the protoplasts preparation. The procedure for said denaturation is as follows:  Placed 24 microliters of the stored E. coli DNA (ET12567/pUZ8002/rmdA::Tn5 cosmid) into a 1.5 milliliter microfuge tube.  Added 6 microliters of 1M NaOH  Mixed the solution and centrifuged for 3 seconds  Incubated at 37°C for ten minutes.  Post incubation, rapidly chilled on ice  Added 6 microliters of 1M HCL. After the DNA Alkaline denaturation procedure had concluded, we then preceded with the transformation steps:  Added 100 microliters of the protoplasts to the tube of alkaline denatured DNA
  • 17.  Immediately added 500 microliters of the 25% polyethylene glycol (PEG) in P-buffer to the tube.  Mixed the contents of the tube by drawing it up and down repeatedly with a pipette.  Immediately plated 100 microliters of the transformation solution onto each R2YE plate (6 plates in total).  Incubated at 30°C for a period of 16 hours.  Post incubation, plated each culture with 2 milliliters of antibiotic overlay  Incubated at 30°C for 72-96 hours Results: Bioinformatics The amino acid sequence for each Streptomyces organism had been successfully obtained. Afterwards, a multi-sequence protein alignment was run via the “Biology work bench” web site. This program took the individual amino acid sequences and arranged them in a manner so that they could be compared against one another. The results of this showed that there is relatively high similarity in the location of amino acids within individual sequences, with particular emphasis on the conservation of the catalytic regions of sensory and cyclic di-GMP metabolism. In addition to the multi-sequence alignment results, the domain maps created from the individual amino acid sequences illustrated the high conservation of the cyclic di-GMP metabolic pathway within each Streptomyces organism.
  • 18. In addition to the aligned sequences and domain maps the pair wise protein alignment, where SCO0928 (rmdA) was compared against each pathogenic organism individually, revealed that SCO0928 was approximately 86.5% homologous with the rest other Streptomyces organisms (S.scabies: 88%; S.turgidiscabies: 88%; S.ipomoeae: 87%; S. acidiscabies: 38%). Furthermore, the pairwise nucleotide BLAST yielded that S.scabies and SCO0928 share an 87% nucleotide identity. The efforts to create theoretical three dimensional structures of the various amino acid sequences were reasonably successful. The RaptorX program, was able to construct the hypothetical structures of each organism individually, then the structures were visualized in the CN3D program, provided by the NCBI database. The three dimensional structures were accompanied by smaller text window with the location of each amino acid within the order of the
  • 19. organism. By using this text box, we were able to locate and create an annotation for the rmdA catalytic site in each structure by highlighting the correct EAL region.
  • 20. Interspecies Conjugation There were a total of six attempts made to insert the disruption cassette into S. scabies via interspecies conjugation. The first tries only yielded a combination of bacterial contamination and a small population of indistinguishable red colonies. Latter attempts were conducted, during which time several steps in methodology were altered as a means of improving efficiency. Despite the amount of attempts, endeavors to create an S.coelicolor/S.scabies hybrid via interspecies conjugation with an E.coli vector proved to be unsuccessful. Protoplast Transformation There was one effort made to create the S.ceolicolor/S.scabies hybrid via protoplast transformation. The entire procedure spanned the course of approximately five days to complete, during which time all of the reactants and sterile instruments necessary to carry out the procedure were made as well. The transformation attempt ended with the presence of bacterial contamination as well as the indistinguishable reddish colonies.
  • 21. Discussion The study yielded inconclusive results in reference to the phosphodiesterase gene’s influence on the organism’s ability to cause disease. As the results show, we were unable to insert the disruption cassette into the S.scabies genome via either interspecies conjugation or protoplast transformation; the result of this being that we did not create the S.scabies/S.ceolicolor hybrid and therefore cannot continue with the remaining steps of the study. It is possible that the inability to create the hybrid could be due in part to some incompatibility between the wild type S.scabies target and the E.coli vector. It was assumed that positive results from the S.ceolicolor study, as well as the similarity between S.ceolicolor and S.scabies in homology and nucleotide identity, provided enough theoretical evidence for the success of the cosmid integration attempts. However, it is possible that similarities between the two Streptomycetes were not enough for this study to yield the same results as the previous study with S.ceolicolor. The original goal was to use S.scabies own homologous recombination system to assimilate the mutated S.coelicolor gene. It could be, however, that the two Streptomycetes homology was not sufficient enough for this to occur. Furthermore, the presence of bacterial contamination as well as the interference of the various antibiotics used in the study could have created conditions too unfavorable for the desired mutants to grow. It is also important to note that several of the reactants necessary for the cassette integration attempts were not the same exact reactants that were outlined in the text used to carry out these procedures, though they differed very minutely in ways such as cloth density (cotton balls) and molecular weight (polyethylene glycol). Unfortunately, since S.scabies has never before been studied in this lab and studied very little in other locations, there is not much information that can be referenced to determine the accuracy of these potential reasons.
  • 22. Despite the failure to create the Streptomyces hybrid, this study has brought forth many positive results. We were able to attain the domain maps for each species highlighted within the study. This is significant because the maps themselves illustrate the highly conserved genes within the individual species, which could possibly be an indication for similar cyclic di-GMP use and function in these organisms, respectively. Furthermore, all of the research conducted in this study provides the framework for which later studies can use as a foundational reference. Future directions for this study could include efforts to discover the cyclic di-GMP metabolic pathway function in these other species. However, in the grand scheme of the project, the most important objective is to create the SCO0928/S.scabies hybrid. Once the hybrid containing the disruption cassette has been successfully created and grown, it can be introduced to the tubercle crop host and definitive answers to rmdA’s influence on species pathogenesis can be formulated.
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