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Proteomic characterization of harvested pseudopodia with differential gel

electrophoresis and specific antibodies

Marie E Beckner 1,Xuan Chen 2,Jiyan An 2,Billy W Day 2,3and Ian F Pollack 4

1

Department of Pathology,University of Pittsburgh,Pittsburgh,PA,USA;2The Genomics and Proteomics Core Laboratories,University of Pittsburgh,Pittsburgh,PA,USA;3Departments of Pharmaceutical Sciences and Chemistry,University of Pittsburgh,Pittsburgh,PA,USA and 4Department of Neurological Surgery,University of Pittsburgh,Pittsburgh,PA,USA

Malignant gliomas (astrocytomas)are lethal tumors that invade the brain.Invasive cell migration is initiated by extension of pseudopodia into interstitial spaces.In this study,U87glioma cells formed pseudopodia in vitro as cells pushed through 3l m pores of polycarbonate membranes.Harvesting pseudopodia in a novel two-step method provided material for proteomic analysis.Differences in the protein profiles of pseudopodia and whole cells were found using differential gel electrophoresis (DIGE)and immunoblotting.Proteins from two-dimensional (2D)gels with M R ’s of 20–100kDa and p I ’s of 3.0–10.0were identified by peptide mass fingerprinting analysis using mass spectrometry.For DIGE,lysates of pseudopodia and whole cells were each labeled with electrophilic forms of fluorescent dyes,Cy3or Cy5,and analyzed as mixtures.Analysis was repeated with reciprocal labeling.Differences in protein distributions were detected by manual inspection and computer analysis.Topographical digital maps of the scanned gels were used for algorithmic spot matching,normalization of background,quantifying spot differences,and elimination of artifacts.Pseudopodial proteins in Coomassie-stained 2D gels included isoforms of glycolytic enzymes as the largest group,seven of 24proteins.Peptide mass fingerprint analysis of DIGE gels demonstrated increased isoforms of annexin (Anx)I,AnxII,enolase,pyruvate kinase,and aldolase,and decreased mitochondrial manganese superoxide dismutase and transketolase in pseudopodia.Specific antibodies showed restricted immunoreactivity of the hepatocyte growth factor (HGF)a chain to pseudopodia,indicating localization of its active form.Met (the HGF receptor),actin,and total AnxI were increased in pseudopodial lysates on immunoblots.Increased constituents of the pseudopodial proteome in glioma cells,identified in this study as actin,HGF,Met,and isoforms of AnxI,AnxII,and several glycolytic enzymes,represent therapeutic targets to consider for suppression of tumor https://www.360docs.net/doc/135809184.html,boratory Investigation (2005)85,316–327,advance online publication,17January 2005;doi:10.1038/labinvest.3700239Keywords:differential gel electrophoresis;HGF;mass spectrometry;migration;proteomics;pseudopodia

Tumor cells of diffuse astrocytomas (gliomas)are invasive,regardless of tumor grade.They migrate in response to certain cytokine growth factors,such as hepatocyte growth factor (HGF),also known as scatter factor.1–4Glioma cells preferentially move through interstitial spaces formed in the white matter by axons and glial processes,possibly widened by tumor-induced edema and proteolysis.Once embryonic development of the brain is

complete,most normal astrocytic cells maintain stable vascular contacts and do not migrate,with the exception of occasional,limited cell movement during some types of reactive gliosis.Normal astrocytes characteristically have a star shape due to slender cytoplasmic extensions stabilized by attachments with the vasculature and other cells.Some plasticity is retained in their fine,sheet-like perisynaptic processes that respond to neuronal activity.5In contrast,tumor cells produce dynamic pseudopodial cell extensions that mediate migration with only transitory vascular and neuronal contacts.Signal transduction,membrane formation and turn-over,cytoskeletal remodeling,adhesion,de-adhe-sion,and energy production occur within the pseudopodial leading edge during invasion.The proteins involved in mediating pseudopodial

Received 16November 2004;revised and accepted 7December 2004;published online 17January 2005

Correspondence:Dr ME Beckner,MD,Department of Pathology,200Lothrop St.,PUH,Rm.A-515,University of Pittsburgh,Pittsburgh,PA 15213,USA.E-mail:

becknerme@https://www.360docs.net/doc/135809184.html,

Laboratory Investigation (2005)85,316–327

&2005USCAP ,Inc All rights reserved 0023-6837/05$30.00

https://www.360docs.net/doc/135809184.html,

extension offer potential therapeutic targets to suppress tumor cell invasion.

Proteomic investigations of migrated pseudopodia rely on obtaining sufficient lysate material for study. Obtaining migrated cellular material by scraping it from wafer-thin filters or chemically releasing it from chamber well surfaces in migration assays often results in low yields.To address this issue,we used a novel two-step method to harvest migrated pseudopodia from filters.Pseudopodia were trans-ferred from the filters onto glass slides and were then harvested in urea lysate buffer that crystallized so that all pseudopodial material could be retrieved by scraping.

A motile,human malignant glioma cell line,U87, was studied.Quantities of pseudopodial lysates were sufficient for two-dimensional(2D)gel electro-phoresis followed by peptide mass fingerprint (PMF)analysis.Numerous abundant proteins de-tected with Coomassie blue staining were identified. Some have been previously associated with tumor progression.On differential gel electrophoresis (DIGE)analysis of whole cells and pseudopodia, several of these proteins,or some of their isoforms, demonstrated increased pseudopodial distributions. Immunoreactivity for the a chain of activated HGF was detected only in pseudopodial lysates.The HGF receptor,Met,was present in both whole cells and pseudopodia and was increased in pseudopodia. Differential localization of certain proteins,includ-ing an activated signaling network for a motility cytokine in the pseudopodia,supports this metho-dology for defining the functional pseudopodial proteome.

Materials and methods

Cell Culture

Human U87MG astrocytoma cells(American Type Culture Collection,Rockville,MD,USA),were maintained in minimal essential media(MEM)Eagle (Cellgro,Mediatech,Herndon,VA,USA)with10% fetal bovine serum(FBS)(Invitrogen,Carlsbad,CA, USA).Half volumes of media were changed the day prior to each harvest of pseudopodia to normalize their metabolic state from batch to batch.

Harvesting Pseudopodia and Whole Cells

Confluent cells were trypsinized on the day of harvest and allowed to recover in10%FBS for2h at371C.Cells were centrifuged(500rpm,4.5min) and resuspended(1.5?106/ml)with minimal pipet-ting in motility media,which consisted of phos-phate-buffered saline(PBS)containing0.27% CaCl2á2H2O,0.02%MgCl2á6H2O,1%FBS,5mM sodium pyruvate,1mg/ml glucose,and0.1%bovine serum albumin(BSA),unless stated otherwise. Four-well Boyden separation chambers(Neuro Probe,Gaithersburg,MD,USA)were assembled

with9m m thick polycarbonate filters(Neuro Probe) containing3m m diameter pores,with and without a coating of0.01%porcine gelatin.The filters were inserted to separate upper and lower wells.The

lower wells contained motility media.Cell suspen-

sions were added to the upper wells and each chamber was placed in a large Petri dish on a moist Kimwipe and incubated at371C in a5%CO2tissue

culture incubator.To harvest pseudopodia,filters

were removed at4.5–5h.In the first step,each filter

was immersed in methanol for15s and placed with migrated cell materials down(attached to the undersurface of filters)on a5?7.5cm glass slide. Nonmigrated cell materials were completely wiped

from the top of each filter with large Kimwipes.

Fresh Kimwipes were used to press each filter firmly against a glass slide for a few seconds to promote adherence of migrated pseudopodia to the glass.The

filter was then gently peeled off the slide with forceps as shown(Figure1).If the pseudopodia did

not adhere on the first attempt,the filter was resuspended in methanol a second time and the process was repeated on a new slide.The glass

slides with attached pseudopodia were stored at

à801C in non-air tight plastic containers that allowed rapid freezing.During the second step, migrated materials on several glass slides were solubilized in lysate buffer consisting of6M urea,

4%3-[(3-chloamidopropyl)dimethylammonio]-1-pro-panesulfonate,2M thiourea,20mM dithiothreitol,

1.6mM

4-(2-hydroxyethyl)piperazine-1-ethanesul-

Figure1Method for harvesting pseudopodia.U87glioma cells

placed in the upper wells of four-well Boyden separation chambers pushed their cytoplasm through3m m pores of9m m

thick polycarbonate filters,during 4.5–5h incubations.The chambers were disassembled and filters were removed with forceps.Following a15s dip in methanol,each filter was placed

on a5?7.5cm glass slide with migrated materials trapped

between the filter and glass.Unmigrated cell materials were

wiped off the upper surface of the filter with large Kimwipes.

Fresh Kimwipes were used to press the filter firmly against the underlying glass slide.The filter was then gently peeled away,

leaving migrated pseudopodia attached to the slide.Urea lysis

buffer was used to harvest the pseudopodia as a liquid combined

with the dried residual material that was scraped off the slides

following crystallization.Pseudopodia from multiple slides were

batched.

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fonic acid,pH 8.0,and removed by pipetting.After allowing the residual lysate to dry and crystallize,it was retrieved with razor blades to complete the harvesting process.Pseudopodia from approxi-mately 40–60million cells were combined to form each batch of lysate,1–3mg/ml total protein.Whole cells were allowed to adhere to the filters and then placed on the glass slides,as described for pseudo-podia,and harvested in a similar manner.The ratio of cell numbers used to obtain lysates of whole cells compared to pseudopodia was approximately 1:12.Most of the ‘whole’cells were not in contact with pores that would have permitted loss of their protrusions when harvested from the filters.Traditional 2D Gel Electrophoresis

The lysates were treated with a ReadyPrep 2D Cleanup Kit (BioRad,Hercules,CA,USA)to remove ions,DNA,RNA,etc.Their protein contents were measured using a 2D Quant kit (Amersham Bios-ciences,Piscataway,NJ,USA).After overnight rehydration in buffer consisting of 7M urea,2M thiourea,4%3-[(3-chloamidopropyl)dimethylam-monio]-1-propanesulfonate,25mM dithiothreitol,and 0.2%ampholyte,the protein samples,75m g,were loaded on a 17cm immobilized pH gradient (IPG)strip (BioRad),nonlinear pH 3–10.Focusing was accomplished with 250V for 15min,10000V for 3h,and a third step of 60000total V h,and then maintained at 500V,as needed.The resolved proteins were equilibrated in sodium dodecyl sulfate (SDS)buffer with reducing agents present and separated with SDS polyacrylamide gel electro-phoresis (PAGE)using 8–16%gradient Tris-HCl gels in a Protean II apparatus (BioRad)operated at 2,5,and 10W per gel for 8h.Coomassie blue stain was used to detect abundant proteins.Spots were manually retrieved with pipette tips,digested with trypsin,and submitted for PMF analysis.DIGE

Procedures described above were followed with the following modifications.The electrophilic fluores-cent dyes,PrCy3-N -hydroxysuccinimide ester and MeCy5-N -hydroxysuccinimide ester (Cy3and Cy5,respectively),were synthesized according to a previously published method 6and stored as single-use aliquots in anhydrous N,N -dimethylformamide at à801C.Pseudopodial and whole cell lysates were separately mixed with volumes of each dye solution to produce balanced covalent labeling of 1–5%of the available lysine side chains,without significant alteration of the protein isoelectric points (p I ’s).Quenching was accomplished with 40%aqueous methylamine,pH 8.6.Paired pseudopodial and whole cell lysates were mixed together for focusing and subsequent separation by SDS-PAGE.The gels were repeated with reciprocally labeled pseudopo-dial and whole cell lysates.The gels were viewed in a fluorescent gel imaging device built around a CCD camera (CH350model,16bit chip,Photometrics,Munchen,Germany)with an integral gel cutting tool.Imaging was performed at two excitation wavelengths,545710and 635715nm for Cy3and Cy5,respectively.Image manipulation and viewing was done with Image J (National Institutes of Health,Bethesda,MD,USA)and V ttPrecision Digital Imaging System software (Digital Optics,Auckland,New Zealand).Two-frame,‘flash’movies of the overlying Cy3and Cy5images were viewed in a continuous loop to visually detect differences in the protein signatures between the two samples sepa-rated in the same gels.The repeat gels of recipro-cally stained lysates revealed any differences due to dye uptake.Sample-dependent differences in pro-tein distributions were confirmed and quantified using an image analysis software package,DeCyder Differential Analysis Software,version 5.0(DeCy-der s ,Amersham Biosciences).DeCyder analyzed images as fragments,summed to generate a compo-site image,with proprietary algorithms that detected overlapping,differently colored images within the same gel to match spots and subtract background for normalization.DeCyder created measurement masks,each outlining an area of the gel containing a protein spot,that were applied to each of the matching fragments in the paired fluorescent images of each gel.The masks defined areas in which the pixel values were integrated to create three dimen-sional topographical maps with peaks representing each protein spot.An estimate of the local back-ground for each spot determined the base values across the masked area.Output from the image analysis,designated as fluorescence intensity,was the sum of pixel values in the mask area minus the background.Volumes of the peaks representing the relative strengths of fluorescent signals from matched spots were compared.Although a thresh-old was set at 1.5-fold to screen for differences,only proteins with Z 2.0-fold differences were reported.Visual inspection confirmed the differences indi-cated by the DeCyder software.Dust and artifacts were detected as peaks with slope values of less than one or as clusters of sharp spikes.Images of some protein spots were also scanned and digitized to compare total pixels,as described below for immunoblots.Protein spots that differed on DIGE between the labeled lysates were harvested from the gels using a robotic gel picker integrated with the high resolution CCD camera,digested with trypsin,and submitted for mass spectrometric PMF analysis.

Protein Identification

Following trypsin digestion,the peptides derived from each protein spot were analyzed with matrix assisted laser desorption ionization time of flight mass spectrometry (MALDI-TOF-MS)in a

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Proteomics Analyzer with TOF/TOF Optics(Ap-plied Biosystems,Foster City,CA,USA).Analysis of data with GPS Explorer Protein Analysis Software on a Remote Client workstation(Applied Biosys-tems)provided automated acquisition of optimized mass spectra and the derivation of monoisotopic PMF information.Searches of the NCBI nonredun-dant database,based on the peptide mass results using MASCOT(Matrix Science,Boston,MA,USA) via the GPS Explorer work station and MS-Fit (University of California,San Francisco MS Facility) via the internet identified proteins with matching PMFs.The MASCOT parameters were set to include all species(with the exception of spots from the gel region containing BSA),tolerance of one missed trypsin cleavage per protein,allowance of protein modification by methionine oxidation,peptide tolerance of50ppm(ie an example mass accuracy of100070.05Da),and restriction of peptides to 700–4000Da.The MS-Fit parameters included tol-erance of one missed trypsin cleavage per protein, cysteine modification by acrylamide,oxidation of methionine,and changes at the amino termini,such as conversion of glutamine to pyro-glutamate and acetylation.Protein identifications were accepted when the observed and predicted p I’s and M R’s were consistent and scores indicated nonrandom identi-fications at a significance level of P o0.05.

Densitometry of Immunoblots

Differential localization of proteins was also ana-lyzed with specific antibodies.Lysates of whole cells and pseudopodia,10m g each,were electro-phoresed in separate lanes of10%polyacrylamide 1D gels under reducing conditions.Gel contents were transferred onto polyvinylidene difluoride membranes(Invitrogen),blocked(Detector Block, Protein Detector Western Blot Kit LumiGLO System, Kirkegaard&Perry Laboratories,Gaithersburg,MD, USA),and reacted with anti-human HGF(2m g/ml) (Clone24612.11,Sigma,St.Louis,MO,USA),anti-Met(1:1000)(Clone25H2,Cell Signaling,Beverly, MA,USA),anti-actin(1:1000)(Sigma),and anti-AnxI,(0.2m g/ml)(Clone EH17a,Santa Cruz Biotech-nology,Inc.).The secondary antibodies,1:1000 (Kirkegaard&Perry Laboratories)were horseradish peroxidase-labeled anti-mouse for reactions with HGF,Met,and AnxI,and anti-rabbit for actin. Protein standards(MultiMark,Invitrogen)were loaded with8m g per lane.Immunoreactive bands were visualized with horseradish peroxidase con-version of a luminal-based solution to produce chemiluminescence,scanned(Epson Perfection 2450PHOTO transparency scanner,Epson America, Long Beach,CA,USA)and digitized(UN-SCAN-It gel,Silk Scientific,Orem,UT,USA).Band densities were corrected for adjacent background.Staining portions of the gels with Coomassie blue(Novex Colloidal Blue Stain Kit,Invitrogen)was used to confirm equal loading of pseudopodial and whole

cell lysates.

Results

Characterization of Pseudopodia in U87Cells

The cellular material that migrated through3m m diameter pores of filters,with and without a0.01%

gelatin(denatured collagen)coating,was stained

and examined microscopically.Nuclei were not

found after5h incubations at371C.Only a few

thick,fingerlike pseudopodia had extended through

some pores of the uncoated filters(Figure2a).With

gelatin present on the filters,migrated pseudopodia

at5h formed discontinuous,thin sheets of various

sizes that covered almost all the filters’surfaces, involving many(more than half)of the pores.After

the filters were removed,the slides and filters were separately stained with Diff Quik.Pseudopodia on

the glass slides retained their appearance as thin, discontinuous sheets(Figure2b)seen prior to filter removal.In separate assays,the nuclei also failed to migrate through the pores after6h.After overnight incubations(15h),however,some nuclei had mi-

grated through the filter pores,as shown in Figure

2c,thus verifying that pseudopodial formation at

4.5–5h included the leading edge of migrating cells.

Filters removed from the slides(Figure2b and c)did

not stain,indicating that no cell material remained

(not shown).

Pseudopodial Proteins Detected with Coomassie Blue Staining

Within ranges of20–100kD and p I’s of3–10, isoforms of24proteins were identified in pseudo-

podial lysates separated on2D gels and stained with Coomassie blue.The largest group of stained proteins included metabolic enzymes catalyzing

seven consecutive steps of the glycolytic pathway (aldolase,triose phosphate isomerase,glyceralde-

hyde-3-phosphate dehydrogenase(GAPDH),phos-phoglycerate kinase,phosphoglycerate mutase, enolase,and pyruvate kinase(PK)).A total of17 isoforms of these glycolytic enzymes represented

46%of the total number of protein isoforms(37) identified on Coomassie blue-stained gels.Proteins involved with the cytoskeleton(actin,tropomyosin, vimentin,tubulin and moesin),heat shock protein (HSP)s(27,60,70,and90kDa),and annexin(Anx)s

(I,II,and V)were also identified.Proteins that appeared as single isoforms on the gels,such as valosin-containing protein,HSP90,HSP60,calum-

enin precursor,tropomyosin,ubiquitin carboxyl-terminal esterase LI,HSP27,phosphoglycerate mutase and tropomyosin,had predicted p I’s of

5.14,5.3,5.7,4.4,4.67,5.33,5.98,

6.67and6.45, respectively,all of which approximately corre-sponded with the observed p I’s of the

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spots on the gel shown in Figure 3.These and other proteins are listed in Table 1with their database identification number,confidence scores,and other parameters.The protein expression patterns of whole cell lysates harvested at 2and 5h were similar.

Differential Distributions of Proteins Detected with DIGE

Image analysis of fluorescently labeled lysates loaded together on 2D gels identified different

distributions of protein isoforms in pseudopodia compared to whole cells.A representative DIGE gel is shown (Figure 4)with its DeCyder analysis portrayed topographically in Figure 5and the quantified differences listed in Table 2.The signals for two proteins,transketolase and mitochondrial manganese superoxide dismutase (MnSOD),were significantly decreased in pseudopodia compared to whole cells (Figure 5a).Abundant proteins that increased at least two-fold in pseudopodia and were identified on the DIGE gel shown (Figure 4)included isoforms of AnxI,enolase,and PK

(Figure

Figure 2Morphology of stained migrated U87glioma cell materials.(a )Pseudopodia that formed on an uncoated filter.Darkly stained cytoplasmic material formed a few fingerlike pseudopodia during 4.5–5h incubations without a matrix protein present.Pores,3m m in diameter,were evenly distributed in the overlying filter.No nuclei were present;250-fold magnification.(b )Pseudopodia formed on a filter coated with 0.01%gelatin (denatured-collagen).Under the same conditions described above,the morphology and quantity of migrated cell material changed markedly when the filters were coated with matrix material.The porous filter was removed as described in Figure 1,allowing an unobstructed view.No residual material remained on the removed filters that were stained and examined.Before and after filter removal,migrated cell material appeared as irregularly shaped,lightly stained sheets that varied in size and covered most of the glass surface.No nuclei were present;500-fold magnifica-tion.(c )Cell materials that migrated overnight.During overnight (15h)incubations,nuclei migrated through the 3m m pores of gelatin-coated filters,indicating that material found at 4.5–5h included the leading edge;500-fold magnification.Diff Quik stains for (a –c ).The migration media is described in the

text.

Figure 3Representative 2D gel of the relatively abundant proteins in U87pseudopodial lysates.Coomassie blue-stained gels,8–16%polyacrylamide,containing pseudopodial lysate showed the distribution of 22proteins identified with PMF analysis.A total of 17isoforms of glycolytic enzymes represented 46%of the total number of protein isoforms (37)seen.Table 1lists 24pseudopodial proteins with their parameters,identified by PMF analysis using MALDI-TOF-MS.Exogenous BSA,present in box 5,is not listed.The pH ranged from 3to 10,left and right margins of the gel,respectively.The expected p I ’s of proteins that migrated as single isoforms are stated in the Results

section.

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5b).Inclusion of data from additional gels indicated that aldolase and AnxII were also elevated in pseudopodia.Although the DeCyder-determined ratio for aldolase was only1.94(almost significant) in the DIGE gel shown in Figure4,its ratio,2.09, was above the threshold of significance in another DIGE gel.A protein spot in Figure4’s gel that corresponded to the placement of AnxII isoforms in Figure3had a DeCyder ratio of2.48but did not yield satisfactory material for mass spectrometry.In another DIGE gel,a protein spot in the same location was identified as AnxII and demonstrated a DeCyder ratio of1.88.The left edge and lower mid region of the large,irregularly shaped spot identified as actin yielded DeCyder ratios greater than two-fold,but distinct isoforms of actin did not resolve for clearcut analysis.In a separate analysis using densitometric data from the scanned fluorescent signal,total actin increased by38%in the pseudopodial lysate on DIGE.Keratins were found preferentially in pseu-dopodia,but may have resulted from hair and skin contamination that accumulated in lysates when several slides were stored and batched during harvests of pseudopodia.Increased BSA,an exogen-ous protein in the media,was not considered biologically significant.BSA may have bound to glass surfaces not covered by pseudopodia or it may have preferentially adhered to the surfaces of https://www.360docs.net/doc/135809184.html,ck of successful identification with MALDI-TOF-MS for many of the fluorescent protein spots that yielded significant DeCyder ratios was mostly attributed to insufficient amounts of protein. None of the pseudopodial proteins with sufficient abundance to be detected and identified on gels stained with Coomassie blue(Table1)were found to be decreased compared to whole cells on DIGE gels.

Differential Distributions of Proteins on Immunoblots of1D Gels

Analysis of paired pseudopodial and whole cell lysates demonstrated immunoreactivity to the

Table1Pseudopodial proteins identified on Coomassie blue-stained gels

Name Location in

Figure3Accession

Number

M R(kDa)Score a Functional associations b

Actin12gi|1425040141137Cytoskeleton

Aldolase14gi|22967439.385Glycolysis

AnxI15gi|450210138.7141Tumor progression54–57,59

AnxII16gi|475775638.6138Proteolysis61–63

Actin bundling64

Glioma progression21,65

AnxV*gi|99992635.8148Apoptosis66

Calumenin precursor11gi|450255137.183Present in tumors55

Enolase10gi|450357147.1142Glycolysis

Glutathione-S-transferase*gi|220420723.497Drug resistance67

Glioma progression21

GAPDH17gi|316453693Glycolysis

HSP902gi|1312915083.3122Protein chaperones that stabilize

stressed cells68–71

HSP704gi|572987770.9176

gi|1650723772.399

HSP606gi|315429476179Glioma progression for HSP2721

HSP2720gi|66284122.376Glioma progression for HSP2721 Moesin3gi|1462582461.898Cytoskeleton

Phosphoglycerate kinase13gi|450576344.6(2.6e+06,MS Fit)Glycolysis

Phosphoglycerate mutase21gi|450575328.8123Glycolysis

Glioma progression21

Prolyl-4-hydroxylase,b*gi|2007012557.1126Collagen synthesis and regulation of

hypoxia inducible factor a72

PK7gi|12560457.9122Glycolysis

Triosephosphate

isomerase

22gi|450764526.7159Glycolysis

Tropomyosin18gi|450765128.5114Cytoskeleton

Tubulin-b-1chain9gi|13544849.7152Cytoskeleton

Ubiquitin carboxyl-

terminal esterase LI

19gi|2136109124.869Protein degradation73

Valosin containing

protein

1gi|600594289.369Tumor progression55,74–82

Vimentin8gi|211920453.6226Cytoskeleton

a Highest scores,à10log(P),where P was the probability that the observed match was a random event,obtained with MASCOT for all proteins listed,except phosphoglycerate kinase whose score(significant)was obtained with MS-Fit.MASCOT scores greater than63were considered to be significant(P o0.05).Exogenous BSA(box5in Figure3)was not included in the list of pseudopodial proteins.

b References for cytoskeletal and glycolyti

c associations were too numerous to list.

*Identified on another

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69kDa a -chain of activated HGF only in pseudo-podial lystates.The antibody was raised against recombinant human HGF.Met immunoreactivity,apparent as a 145kDa band,was present in both types of lysates and increased up to 79%in the pseudopodia.Increased immunoreactivity was pre-sent for total AnxI and actin,35and 66%,respectively,in pseudopodia (Figure 6a).Equalized loading of lysates was also demonstrated with Coomassie blue staining (Figure 6b).

Discussion

Malignancy of many tumors is defined by invasive and/or metastatic behavior.Diffuse astrocytomas invade widely through surrounding central nervous system tissue.These tumors migrate preferentially through white matter tracts formed by axons,glial processes,and the vasculature.Although white matter of the brain is a dense meshwork,it can be loosened by tumor edema and contains fewer blood vessels and neural processes than gray matter.The process of cell locomotion is often studied in single cells that crawl independently on flat surfaces in vitro .Their cytoplasmic protrusions have been named lamellipodia,filopodia,ruffles,spikes and blebs.Some of these structures have been character-ized by the proteins involved in their formation.7,8However,during brain invasion,tumor cells migrate mostly through the 3D,interstitial spaces of white matter.The term ‘pseudopodia’has been used to describe tumor cell protrusions into the 5–7m m openings of micropipette tips 9and protrusions through 1m m pores of filters.10In the current study,pseudopodia were formed by the tumor cell protru-sions through 3m m diameter pores of filters.

Microscopic examination of migrated pseudopo-dia at different time points confirmed inclusion of the leading edge in the harvested material by demonstrating nuclear migration at a later time point.The 2D analysis of pseudopodia formed by motile glioma cells provided a proteomic view,with some constituents noted for their association with high grade gliomas and progression in other types of tumors (Table 1).Immunoreactions with specific antibodies documented the potential for

localized

Figure 4Representative DIGE images of paired whole cell and pseudopodial lysates shown as inverse images of the fluorescent stains.(a )Whole cell lysate labeled with Cy5demonstrated relatively increased quantities of transketolase (arrow 1)and MnSOD (arrow 2)compared to the pseudopodial lysates.(b )

enolase,two isoforms for PK,and merged isoforms for actin (see text),as indicated with arrows,1and 2,3,4and 5,and 7,respectively.Increases in the isoforms for aldolase and AnxII (positions indicated on the Coomassie-stained 2D gel in Figure 3)are discussed in the text.Apparent increases in exogenous BSA,arrow 6,and keratin (probable contaminant)were not considered to be biologically relevant.Selected matching protein spots with digitized representations are topographically compared in Figure 5and the differences are quantified in Table 2.The background was normalized for both images.The 2D gel parameters were similar

to those described for Figure 3.

Figure 5The topographically rendered densitometry results for selected paired spots in the DIGE gel shown in Figure 4.Pairs of encircled (black)peaks,pseudopodial (left)and whole cells (right),represent the spots highlighted on the inserts of gel images.Arrows indicate the corresponding pseudopodial protein spots.Proteins were identified with MALDI-TOF-MS.(a )Two proteins,transketolase and MnSOD,were decreased in pseudo-podia compared to whole cells,indicated as 1and 2,respectively.(b )Selected proteins that were increased in pseudopodia compared to whole cells are indicated as follows,isoforms of AnxI as 1and 2,enolase as 3,isoforms of PK as 4and 5.These proteins are further described in Table 2.

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signaling in pseudopodia by an activated,well-known glioma migration factor,HGF.DIGE detected changes in several constituents of the pseudopodial proteome compared to whole cells that potentially include important effectors of migration signaling.

Both HGF and Met are known to be produced by glial cells,in vivo and in vitro ,including the U87cell line.2,4,11–14Expression of HGF and Met are associated with tumor progression.3,4,15,16In other types of malignant cells,downstream events in-duced by HGF signaling have been shown to include increased glycolysis 17and phoshorylation of AnxI.18This study revealed the potential for HGF signaling to mediate similar changes within the leading edge of U87glioma cells.

Malignant astrocytic tumors are known to be glycolytic,possibly attributed to decreased numbers of functional mitochondria.19Several glycolytic enzymes,including GAPDH,PK,and phosphogly-cerate kinase,have been found on the cytoplasmic face of the plasma membrane in malignant astro-cytoma cells.20Phosphoglycerate mutase was pre-viously found to be increased in high-grade vs low-grade gliomas.21In the current study,the abundance of at least seven enzymes that catalyze consecutive steps in glycolysis (aldolase through PK reactions)in U87cells is consistent with the prominence of glycolytic metabolism in gliomas.In previous studies,glycolysis has been shown to provide energy for the migration of malignant cells when mitochondria were inhibited.With mitochon-drial inhibitors added to force reliance on glycolytic energy,we showed that A2058melanoma and U87glioma cells migrated at levels comparable to migration in normal conditions.22,23Others demon-strated the presence of GAPDH in pseudopodia and found that glycolysis was necessary for the forma-tion of protrusions in an invasive,transformed epithelial MDCK cell line.10

Site-directed actin polymerization in response to signaling is needed for the formation of cell protrusions.24Glycolytic enzymes are known to bind cytoskeletal proteins,including actin fila-ments,microtubules,and tropomyosin,in addi-tion to existing as unbound cytoplasmic proteins.Numerous studies have demonstrated interactions between the cytoskeleton and glycolytic enzymes,especially GAPDH,aldolase and PK.25–38In this study,quantities of these glycolytic enzymes,as well as actin,tubulin and tropomyosin,were sufficient in U87pseudopodia to be detected with

Table 2Ratios of differences in protein isoforms highlighted in Figures 4and 5

Protein isoforms a

Location in Figure 4

DeCyder ratios

Whole cells:Pseudopodia

Transketolase a1 2.01MnSOD a2 2.00

Pseudopodia:Whole Cells

AnxI b1-Upper spot 4.06b1-Lower spot 2.89AnxI b2-Upper spot 2.17b2-Lower spot

2.01Enolase b3 2.60PK b4 2.31PK b5 2.11

BSA b6N/A,Exogenous protein Actin

b7

3.05at left edge of large

spot

a

Differences for aldolase and AnxII (not listed)were established with additional

gels.

Figure 6Representative immunoblots comparing several proteins in lysates of pseudopodia (Ps)and whole cells (WC)with equalized gel loading.(a )Proteins were separated on 1D,10%polyacrylamide SDS gels under reducing conditions,blotted,and reacted with specific antibodies.An antibody raised against human recombinant HGF reacted with the 69kDa a -chain of activated HGF in Ps but no reactivity was found in lysates of WC.A specific antibody for Met,the receptor for HGF,reacted with 145kDa bands representing the b -subunit of Met in both lysates of Ps and WC with increased (79%)reactivity in Ps.Antibodies specific for total AnxI and actin reacted with 40and 42kDa bands,respectively,demonstrating 35and 66%increased reactivities,respectively,in Ps.(b )Equalized loading of Ps and WC lysates was demonstrated in a portion of the gel sliced from the one transferred and immunoblotted with anti-AnxI and anti-actin shown in (a ):Coomassie blue

stain.

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Coomassie blue staining,thus establishing the potential for the energy-generating portion of the glycolytic pathway to energize cytoskeletal proteins for migration within U87pseudopodia.Polymeriza-tion of actin and tubulin shares a similar use of energy from nucleotide triphosphate hydrolysis.39–44 Increased actin in pseudopodia,as found in this study,has been previously documented by others.10,45Increased isoforms for enolase,aldolase, and PK detected with DIGE in U87pseudopodia may help to energize the leading edge.

Several types of annexins,I,II,and V,were found in the U87pseudopodia.The Anx family is comprised of numerous gene products,12in vertebrates,with various functions proposed for controlling membrane structure and transport, vesicle secretion,anti-inflammation,prostaglandin metabolism,apoptosis,and other functions.46AnxI is also known as lipocortin I,calpactin II,epidermal growth factor receptor substrate,and chromobindin 9.47Two isoforms of AnxI were increased in pseudopodia compared to whole cells as deter-mined by DIGE,and total AnxI was modestly increased when compared on immunoblots.Pre-vious studies have identified AnxI within CNS tumors,including astrocytomas,48and in the ante-rior pituitary gland.49Involvement of AnxI in cell surface changes induced by steroids has been demonstrated in C6rat astrocytoma cells.50,51AnxI is also involved in the regulation of prostaglandins and nitric oxide.52,53Previous associations of AnxI with tumor progression were found with2D electro-phoresis in studies that showed its differential expression in chemoresistant gastric carcinoma cell lines,54a cell line established from a metastasis compared to primary squamous carcinoma of the larynx,55and in tissue containing metastasized breast carcinoma cells compared to normal tissue.56 Immunohistochemical studies of breast and hepato-cellular carcinoma also indicated that AnxI is associated with tumor progression.57–59The contri-bution of AnxI to pseudopodial extension during migration may explain AnxI’s association with tumor progression and HGF signaling seen in other cells18and with activated HGF in U87pseudopodia. Also,AnxII was previously identified more fre-quently in high-grade than low-grade gliomas,50of 65and three of10tumors,respectively,following2D electrophoresis of tissue samples.21

Sensitivity for visualizing stained proteins in2D gels,approximately40ng for Coomassie blue,is increased by using fluorescent dyes and silver nitrate to5and0.5ng,respectively.However,our high success rate for identifying proteins detected with Coomassie blue fell to a much lower rate for spots demonstrated with the fluorescent dyes. Although the relatively low abundance of signaling proteins that control cell migration prevents their proteomic study by current2D gel technologies,60 specific antibodies on immunblots detected a strik-ing localization of active HGF to pseudopodia that also contained increased https://www.360docs.net/doc/135809184.html,bining DIGE with specific antibody reactivities on immunoblots de-monstrated significant increases in isoforms for

actin,enolase,PK,and AnxI,and probable increases

of aldolase and AnxII in the pseudopodia.Identify-

ing the functional proteome of tumor pseudopodia

will help to elucidate mechanisms of cell migration

in tissue and will aid in the selection of biomarkers

and molecular treatment targets for malignant gliomas.

Acknowledgements

We thank April E Engram,Fatima Burovic,and Beth

Arnold for technical assistance.We thank Sadie Aznavoorian Cheshire,PhD(Prism Medical Com-munications,Inc.,Morristown,NJ,USA)for helpful comments.We gratefully acknowledge financial support from The Nick Eric Wichman Foundation,

Ellicott City,MD,USA and The Walter L Copeland

Fund for Cranial Research of the Pittsburgh Founda-

tion,Pittsburgh,PA,USA.

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JPEG图像的编解码实现

毕业论文论文题目(中文)JPEG图像的编解码实现 论文题目(外文)Encoding and decoding of JPEG image

摘要 JPEG是一种十分先进的图像压缩技术,它用有损压缩方式去除冗余的图像数据,在获得极高的压缩率的同时能展现十分丰富生动的图像。本文设计和实现一个JPEG图像编解码器来进行图像转换,利用离散余弦变换、熵编码、Huffman编码等图像压缩技术将BMP图像转换成JPEG图像,即进行图像的压缩。验证JPEG压缩编码算法的可行性。通过比对图像压缩前后实际效果,探讨压缩比,峰值信噪比等评价图像数据压缩程度及压缩质量的关键参数,对JPEG 压缩编码算法的实用性和优越性进行研究。 关键词:JPEG;编码;解码;图像压缩

Abstract JPEG is a very advanced image compression technology, it uses lossy compression to remove redundant image data, in obtaining a very high compression rate can show a very rich and vivid image. In this project, a JPEG image codec is designed and implemented to transform image, using discrete cosine transform, entropy coding, Huffman coding and other image compression techniques to convert BMP images into JPEG images. Verifies the feasibility of JPEG compression coding algorithm. Through the comparison of the actual effect of image compression, the key parameters of compression ratio, peak Snr, and the compression quality of image data are discussed, and the practicability and superiority of JPEG compression coding algorithm are researched. Key words: JPEG; encoding; decoding; image compression

医院健康教育与健康促进工作计划

一直以来,医院是健康教育与健康促进的重要场所,医院开展健康教育与健康促进是提高全体医务人员的健康知识知晓率,健康行为形成率,及住院病人相关知识知晓率的重要措施,是提高健康文明素质、提高病人生活质量的必须长期坚持不懈抓紧抓实的工作内容。为了做好我院今年的健康教育工作,特制订一下工作计划。 一、工作内容 1、做好年初健康教育宣传员的调整工作,做到院、科领导重视、积极参与,宣传员落实、各负其责。充分发挥健康教育网络的作用,层层深入,科室合作,推动健康促进工作的开展。 2、定期召开健康促进委员会及健康教育宣传员会议;年度内召开两次健康促进工作委员会会议;每季度召开健康教育宣传员工作例会。 3、开展健康教育知识培训。年度内计划举办两次全院性、纳入学分管理的健康教育讲座,以提高医务人员的卫生知识水平、健康意识,使医务人员的健康知识知晓率达80%以上,健康行为形成率达70%以上。 4、加强医院健康教育阵地建设。门诊设有的固定健康教育宣传栏,两月更换一次;候诊室设置的宣传架保持健教内容丰富;病区要设立白板报或宣传版块(以楼层计算),每季度更换一次;对上级下发的及

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