For example, after 3 weeks of treatment, most of the experimental rats had scores of 2s to 3s at ten different fields being analyzed Table 3-1 as compared to the scores of 0s and 1s for
Trang 1
Chapter 3
Results
Trang 23.1 Histo-pathology of rat liver tissues
Generally, with increasing duration of TAA treatment, the fibrous content in the livers increased as compared to the controls For example, after 3 weeks of treatment, most of the experimental rats had scores of 2s to 3s at ten different fields being analyzed (Table 3-1) as compared to the scores of 0s and 1s for the corresponding controls This shows that with only 3 weeks of TAA treatment, the rat livers had developed increased deposition of collagen, but septa were still absent or incomplete in the liver samples (Figure 3-1)
However, after 6 weeks (Table 3-2 and Figure 3-2) and 10 weeks (Table 3-3 and Figure 3-3) of treatment, most of the ten fields examined in the treated livers had maximum scores of 4 This means that most of the liver at this stage had developed full- blown cirrhosis, with increase of collagen and formation of complete septa, some even with obvious nodularity (marked with “n”), as observed in Figure 3-2 and 3-3 Collectively, these results show that our approach had successfully generated fibrosis and cirrhosis in the rat livers The details of the histo-pathological slides and scores are illustrated from Table 3-1 and Figure 3-1 onwards
Trang 3
Table 3-1 Histo-pathological scores at ten different fields for rats treated with TAA for 3
weeks
Rat Serial No Histo-pathological scores at ten different fields for rats
after 3 weeks of TAA treatment
Trang 4Figure 3-1 Tissue sections (x20) of rat livers stained with Mason Trichrome stain for
3 week control
3 week experimental
Trang 5Table 3-2 Histo-pathological scores at ten different fields for rats treated with TAA for 6
weeks
Rat Serial No Histo-pathological scores at ten different fields for rats
after 6 weeks of TAA treatment
Trang 6Figure 3-2 Tissue sections (x20) of rat livers stained with Mason Trichrome stain
6 week control
6 week experimental
n
Trang 7Table 3-3 Histo-pathological scores at ten different fields for rats treated with TAA for
10 weeks
Rat Serial No Histo-pathological scores at ten different fields for rats
after 10 weeks of TAA treatment
Trang 810 week control
10 week experimental
n
Trang 9We performed student’s t test to confirm the differences At 3 weeks, the mean fibrosis score of the control animals was 0.483 The corresponding score for the experimental animals was 2.7, which was significantly higher than its control (p <0.05)
At 6 weeks, the livers of the experimental animals were cirrhotic on macro- and microscopic examination The fibrosis score was 3.95 and was significantly higher that its control, 0.533 (p < 0.05) Similarly, 10 weeks experimental animals had gross cirrhosis The mean fibrosis score was 3.98 versus 0.25 in controls (p < 0.05) After 3 weeks of TAA treatment, there was evidence of increased fibrosis but no evidence of cirrhosis However, definite cirrhotic nodules were obvious in the 6 and 10 weeks experimental rat livers (Figures 3-2 and 3-3)
In fibrotic and cirrhotic livers, total collagen is increased up to eight fold, mainly
because of collagen type I deposits (Rojkind et al., 1982) and the primary source of
collagen is the perisinusoidal stellate cells Following fibrosis and cell deaths, hepatocellular regeneration occurs with the thickening of liver cell-plates The parenchyma expands against the constraining fibrous septa and tends to take up a spherical shape, forming nodules Hence, in cirrhosis, the nodularity of the liver is mostly the result of fibrosis dissecting the parenchyma in small uniform acinar or subacinar nodules in micronodular types and in lobular and plurilobular large non- uniform nodules in macronodular forms Regenerative nodules develop in the midst of scars but are a late phenomenon
Trang 103.2 2-DE of TAA-treated rat liver tissues
In generating the 2-DE gels, six pairs of control and treated samples were used for each time point with triplicate gels per sample Firstly, the “best gels” were visually analyzed for differentially expressed protein spots The best gel was the representative gel chosen from the triplicate gels based on good image resolution and spot sharpness and
it contained the highest number of spots To avoid ambiguity, only spots that were prominently different in the 2-DE gels were chosen Subsequently, representative gels of all the controls were collectively analyzed for consistent spots This process was repeated for the best gels of the treated samples Then protein spots that were consistent
in at least four out of six pairs were chosen and labeled on a “master gel” This methodology is illustrated in figures 3-4 and 3-5
Trang 11ONLY CONSISTENT REGIONS ARE SELECTED A*
Figure 3-4 depicts the first part of our approach for image analysis First, the best gel from each sample was chosen
They were represented by A*, B* and 1*, 2* Then A* was compared visually with 1* for differentially expressed spots This was repeated for B* and 2* These comparisons were based on the following criteria: i.) Spots were of reasonable sizes and intensities ii.) Only spots that were present/absent or very high in contrast to very low intensity and to avoid ambiguity, faint or small spots were excluded Spots that were over-expressed in any one gel were labeled on that gel itself Finally, gels from the same group i.e A* and B* were compared so that differentially expressed spots that were reproducible were detected and labeled on a “Master gel”
Trang 12PDQuest® software analysis
Sample A: 3 of the best duplicate gels
MASTER GEL FOR TREATED GROUP –
AS A GUIDE
Sample B: 3 of the best duplicate gels
Sample 1: 3 of the best duplicate gels
MASTER GEL FOR CONTROL GROUP –
AS A GUIDE
Sample 2: 3 of the best duplicate gels
Figure 3-5 depicts the second part of our approach for image analysis First, with the help of a “Master gel” from visual
analysis (Figure 3-4), the reproducibility of differentially expressed spots of 3 of the best gels for each sample was confirmed This was performed with PDQuest®, software for image analysis, which collectively analyzed the intensities of all the selected spots at the same time thus providing statistically-significant spot data
Trang 133.2.1 Visual analysis results
Our preliminary visual analysis yielded several regions of interest that was
further analyzed with PQQuest® later These regions are displayed in each representative
gels as the following images
3.2.1.1 Representative 2-D gels for 3 week control samples
Trang 143.2.1.2 Representative 2-D gels for TAA-treated samples (3-week)
Trang 153.2.1.3 Representative 2-D gels for 6 week control samples
Trang 163.2.1.4 Representative 2-D gels for TAA-treated samples (6-week)
Figure 3-9 shows a best experimental gel from the 6 week group
Differentially expressed protein spots of interest are circled At the right are
molecular weight markers labeled in kDa unit
Trang 173.2.1.5 Representative 2-D gels for 10 week control samples
Trang 183.2.1.6 Representative 2-D gels for TAA-treated samples (10-week)
kDa
Trang 193.2.2 PDQuest® software analysis
A further analysis of the selected spots by PDQuest® yielded normalized data called spot quantity that reflects the total intensity of a defined spot This information was calculated with the following formula:
Spot height is the peak of the Gaussian representation of the spot which is measured in optical densities (O.D.s) σx is the standard deviation of the Gaussian distribution of the spot in the direction of the x axis, and σy is the standard deviation in the direction of the y axis
These data can provide quantitative data for each spot within a group of gels and thus level of up- or down-regulation can be estimated based on the ratio of two groups of gels These data are represented as folds of changes in Table 3-4
3.3 Identification of protein spots
To identify the differentially expressed protein spots, these spots were excised and trypsinized before being analyzed by mass spectrometry The methods are described
in Chapter 2
Spot quantity = Spot height * π * σx * σy
Trang 203.3.1 Excision of spots of interest from CONTROL gels
A total of 41 spots were excised for identification These spots were regulated in the experimental animals as illustrated in Figure 3-12
down-3.3.2 Excision of spots of interest from EXPERIMENTAL gels
A total of 24 spots were excised for identification These spots were regulated in the experimental animals as illustrated in Figure 3-13
Trang 21up-3.3.3 Protein spots excised from CONTROL gels
Figure 3-12 depicts a representative CONTROL gel with spots of interest labeled with numbers
These spots were subsequently excised, trypsinzied and analyzed with mass spectrometry Table 3-4 shows a list of protein identities generated from these spots
Trang 223.3.4 Protein spots excised from EXPERIMENTAL gels
Figure 3-13 depicts a representative EXPERIMENTAL gel with spots of interest labeled with
numbers These spots were subsequently excised, trypsinzied and analyzed with mass spectrometry Table 3-4 shows a list of protein identities generated from these spots
Trang 233.4 Compiled list of differentially-expressed proteins
Table 3-4 shows a compiled list of protein spots that underwent quantitative changes after TAA treatment The superscript (a.) denotes the accession numbers of proteins derived from Swiss-Prot and NCBI non-redundant databases (*) while (b.) protein coverage was calculated based on the percentage of amino acids residues covered
in a particular protein by the matched peptides (c.) Values for experimental pI and molecular weight were derived from gel images with software written in-house Finally (d.) is the ratios of differential expression derived from the normalized average optical densities, provided by PD-Quest® A “+” sign in this table indicates the up-regulation of the corresponding protein in the TAA-treated samples while a “-” sign denotes down- regulation in the TAA-treated samples “#” represents subcellular localization of protein
as predicted with PSORT (http://psort.nibb.ac.jp/) Hollow (C) indicates that the spot was present as an overloaded, hollow spot in the control gels but not in the experimental gels The reverse is true for Hollow (E) While “SAT” indicates that the spot was saturated To ensure the confidence of the “fit”, MOWSE score was assigned for each possible protein identified The MOWSE score reported by MS-Fit was based on the
scoring system described by Pappin et al (Pappin et al, 1993).
Trang 24Theoretical MW/pI/
Protein Coverage b / Sequence Covered
Experimental
MW x 10 -3 /pI c / subcellular localization
3-week Diff exp d
6-week Diff exp d
10-week Diff exp d
31517/ 8.4
38%
44-56 (K)NSSVGLIQLNRPK(A) 107-115 (R)TFQDCYSGK(F) 116-125 (K)FLSHWDHITR(I) 158-178 (K)AQFGQPEILLGTIPGAGGTQR(L) 186-197 (K)SLAMEMVLTGDR(I)
212-228 (K)IFPVETLVEEAIQCAEK(I) 242-257 (K)ESVNAAFEMTLTEGNK(L) 242-260 (K)ESVNAAFEMTLTEGNKLEK(K) 262-272 (K)LFYSTFATDDR(R)
Table 3-4 Differentially-expressed proteins
Trang 25No Accession No a /
Protein Name
MOWSE/
Matched Peptides/
Theoretical MW/pI/
Protein Coverage b / Sequence Covered
Experimental
MW x 10 -3 /pI c / subcellular localization
3-week Diff exp d
6-week Diff exp d
10-week Diff exp d
186-197 (K)SLAMEMVLTGDR(I) 1Met-ox 212-228 (K)IFPVETLVEEAIQCAEK(I) 242-260 (K)ESVNAAFEMTLTEGNKLEK(K) 262-272 (K)LFYSTFATDDR(R)
5 P14141/ Carbonic anhydrase III (RAT)
31.0/ 7.1 Cytoplasmic
No Significant Difference
Hollow/
1963.7+68.8
Hollow/ 1152.2+72.8
6 P14141/ Carbonic anhydrase III (RAT)
Trang 26No Accession No a /
Protein Name
MOWSE/
Matched Peptides/
Theoretical MW/pI/
Protein Coverage b / Sequence Covered
Experimental
MW x 10 -3 /pI c / subcellular localization
3-week Diff exp d
6-week Diff exp d
10-week Diff exp d
269-291 (K)IVAPELYIAVGISGAIQHLAGMK (D) 302-321 (K)DPEAPIFQVADYGIVADLFK (V) 322-331 (K)VVPEMTEILK (K)
172-183 (R)LKLPAVVTADLR(L) 174-183 (K)LPAVVTADLR(L) 219-230 (K)VSVISVEEPPQR(S)
31.2/ 7.6 Mitochondrial matrix
No Significant Difference
Hollow/
2178.9+71.2
Hollow/ 816.4+85.2
Trang 27No Accession No a /
Protein Name
MOWSE/
Matched Peptides/
Theoretical MW/pI/
Protein Coverage b / Sequence Covered
Experimental
MW x 10 -3 /pI c / subcellular localization
3-week Diff exp d
6-week Diff exp d
10-week Diff exp d
153-165 (R)IEQYNATQPLQQK(V) 177-193 (R)EELFQLFGYGEVVFVSK(D) 198-209 (K)HLGFRSAGEALK(G) 1PO4 250-270 (R)VVDTLGAGDTFNASVIFSLSK(G) 271-279 (K)GNSMQEALR(F)
271-279 (K)GNSMQEALR(F) 1Met-ox 280-289 (R)FGCQVAGK(K)
34.3/ 6.17 Endoplasmic
36.9/ 9.08 Mitochondrial matrix
36.9/ 9.47 Mitochondrial matrix
Trang 28No Accession No a /
Protein Name
MOWSE/
Matched Peptides/
Theoretical MW/pI/
Protein Coverage b / Sequence Covered
Experimental
MW x 10 -3 /pI c / subcellular localization
3-week Diff exp d
6-week Diff exp d
10-week Diff exp d
297-315 (K)TPILLGSVAHQIYRMMCSK(G)
1Met-ox 320-330 (K)KDFSSVFQYLR(E) 321-330 (K)DFSSVFQYLR(E)
No Significant Difference
No significant
Trang 29No Accession No a /
Protein Name
MOWSE/
Matched Peptides/
Theoretical MW/pI/
Protein Coverage b / Sequence Covered
Experimental
MW x 10 -3 /pI c / subcellular localization
3-week Diff exp d
6-week Diff exp d
10-week Diff exp d
22.2/ 5.88 cytoplasmic (PSORT)
113-127 (R)FSTVAGESGSADTVR(D) 113-130 (R)FSTVAGESGSADTVRDPR(G) 136-156 (K)FYTEDGNWDLVGNNTPIFFIR(D) 211-221 (R)HMNGYGSHTFK(L) 1Met-ox 251-263 (R)LAQEDPDYGLR(D)
288-301 (K)EAETFPFNPFDLTK(V) 355-363 (R)LFAYPDTHR(H) 366-382 (R)LGPNYLQIPVNCPYRAR(V) 2PO4 1Cys-am
383-388 (R)VANYQR(D) 432-444 (R)FNSANEDNVTQVR(T) 445-449 (R)TFYTK(V) 1PO4 481-492 (K)NFTDVHPDYGAR(I)
60.6/ 6.99
Hollow/
Trang 30No Accession No a /
Protein Name
MOWSE/
Matched Peptides/
Theoretical MW/pI/
Protein Coverage b / Sequence Covered
Experimental
MW x 10 -3 /pI c / subcellular localization
3-week Diff exp d
6-week Diff exp d
10-week Diff exp d
432-444 (R)FNSANEDNVTQVR(T) 469-476 (K)DAQLFIQR(K) 481-492 (K)NFTDVHPDYGAR(V) 493-506 (R)VQALLDQYNSQKPK(N)
60.6/ 7.12 Peroxisomal
No Significant Difference
Hollow/
1531.4+59.8
Hollow/ 513.8+156.4
244-252 (K)NLPVEEAGR(L) 253-263 (R)LAQEDPDYGLR(D) 355-363 (R)LFAYPDTHR(H) 355-364 (R)LFAYPDTHRHR(L) 1PO4 366-380 (R)LGPNYLQIPVNCPYR(A) 383-388 (R)VANYQR(D)
432-444 (R)FNSANEDNVTQVR(T) 450-456 (K)VLNEEER(K)
Trang 31No Accession No a /
Protein Name
MOWSE/
Matched Peptides/
Theoretical MW/pI/
Protein Coverage b / Sequence Covered
Experimental
MW x 10 -3 /pI c / subcellular localization
3-week Diff exp d
6-week Diff exp d
10-week Diff exp d
244-252 (K)NLPVEEAGR(L) 253-263 (R)LAQEDPDYGLR(D) 355-363 (R)LFAYPDTHR(H) 355-365 (R)LFAYPDTHRHR(L) 1PO4 366-380 (R)LGPNYLQIPVNCPYR(A) 383-388 (R)VANYQR(D)
432-444 (R)FNSANEDNVTQVR(T) 450-456 (K)VLNEEER(K)
469-476 (K)DAQLFIQR(K) 481-492 (K)NFTDVHPDYGAR(V) 493-506 (R)VQALLDQYNSQKPK(N)
27.1/ 6.89
Trang 32No Accession No a /
Protein Name
MOWSE/
Matched Peptides/
Theoretical MW/pI/
Protein Coverage b / Sequence Covered
Experimental
MW x 10 -3 /pI c / subcellular localization
3-week Diff exp d
6-week Diff exp d
10-week Diff exp d
156-164 (R)NDISWNFEK (F) 165-175 (K)FLVGPDGVPVR (R)
35.6/ 6.22
534.7+39.4/ SAT