Skip to main content
Nephrology Dialysis Transplantation logoLink to Nephrology Dialysis Transplantation
. 2014 Aug 16;29(12):2217–2227. doi: 10.1093/ndt/gfu268

Proteomic analysis of formalin-fixed paraffin-embedded glomeruli suggests depletion of glomerular filtration barrier proteins in two-kidney, one-clip hypertensive rats

Kenneth Finne 1, Heidrun Vethe 1, Trude Skogstrand 1,2, Sabine Leh 1,3, Tone D Dahl 1,2, Olav Tenstad 2, Frode S Berven 2,4, Rolf K Reed 2,5, Bjørn Egil Vikse 1,6,7
PMCID: PMC4240179  PMID: 25129444

Abstract

Background

It is well known that hypertension may cause glomerular damage, but the molecular mechanisms involved are still incompletely understood.

Methods

In the present study, we used formalin-fixed paraffin-embedded (FFPE) tissue to investigate changes in the glomerular proteome in the non-clipped kidney of two-kidney one-clip (2K1C) hypertensive rats, with special emphasis on the glomerular filtration barrier. 2K1C hypertension was induced in 6-week-old Wistar Hannover rats (n = 6) that were sacrificed 23 weeks later and compared with age-matched sham-operated controls (n = 6). Tissue was stored in FFPE tissue blocks and later prepared on tissue slides for laser microdissection. Glomeruli without severe morphological damage were isolated, and the proteomes were analysed using liquid chromatography–tandem mass spectrometry.

Results

2K1C glomeruli showed reduced abundance of proteins important for slit diaphragm complex, such as nephrin, podocin and neph1. The podocyte foot process had a pattern of reduced abundance of transmembrane proteins but unchanged abundances of the podocyte cytoskeletal proteins synaptopodin and α-actinin-4. Lower abundance of important glomerular basement membrane proteins was seen. Possible glomerular markers of damage with increased abundance in 2K1C were transgelin, desmin and acyl-coenzyme A thioesterase 1.

Conclusions

Microdissection and tandem mass spectrometry could be used to investigate the proteome of isolated glomeruli from FFPE tissue. Glomerular filtration barrier proteins had reduced abundance in the non-clipped kidney of 2K1C hypertensive rats.

Keywords: 2K1C, FFPE, glomerulus, hypertension, proteomics

INTRODUCTION

Hypertensive nephrosclerosis is a major cause of renal failure worldwide [1], and there is an urgent need for more knowledge about the underlying mechanisms. Glomerular damage occurs early in hypertensive nephrosclerosis [2] and is associated with development of proteinuria and progressive kidney damage [3]. Although it is generally accepted that proteinuria is the result of damage to the glomerular filtration barrier, the detailed biological mechanisms in different glomerular diseases are still not known [46].

The two-kidney one-clip (2K1C) hypertensive rat is a model for renovascular hypertension. A silver clip on the renal artery causes systemic hypertension and hypertensive kidney damage in the non-clipped kidney [7]. Detailed morphological studies have demonstrated podocyte loss as well as podocyte foot process effacement in hypertensive glomerular damage [810]. To our knowledge, no studies have previously analysed the isolated glomerular proteome in hypertensive kidney damage, although such a need has been clearly addressed [6].

For decades, formalin-fixed paraffin-embedded (FFPE) tissue blocks have been the standard method of tissue preservation for histopathological examination. Due to its cross-bridging characteristics, tissue fixed in formalin was long considered unsuitable for proteomic analysis but during the last two decades methods to extract proteins from FFPE tissue have been developed [11]. More recently, FFPE protein extraction was combined with tandem mass spectrometry [12, 13], which permitted large scale quantification of proteins in stored biopsies. These methods offer huge opportunities for investigation of the proteomic basis of renal disease due to the large amount of stored FFPE tissue in renal tissue biobanks [14, 15].

The overall objective of the present study was to determine changes in proteins of the glomerular filtration barrier in a model of hypertensive kidney disease. We focused on proteins described as important in a recent review by Patrakka and Tryggvason [5]. Our hypotheses were that microdissected glomerular FFPE tissue could be used for quantitative proteomic analysis and that important glomerular filtration barrier proteins would have lower abundance in 2K1C hypertensive rats compared with sham-operated controls. We used laser microdissection to selectively isolate glomeruli, and reliability of protein extraction was validated using fresh frozen glomeruli samples. The method for quantitative proteomic analysis using small amounts of FFPE glomerular tissue is described.

MATERIALS AND METHODS

Animals and experimental groups

Male Wistar Hannover rats (Taconic, Ry, Denmark) were given free access to tap water and standard rat chow. At 6 weeks of age, the animals were randomly assigned to either 2K1C or control group and hypertension was induced as described previously [16, 17]. Briefly, a silver clip with an internal opening of 0.2 mm was placed on the left renal artery. The controls were sham-operated, but not clipped. All experiments were performed in accordance with, and under the approval of, the Norwegian State Board for Biological Experiments with Living Animals.

Measurements of blood pressure and proteinuria

Blood pressure was measured at 8 weeks after clipping using the tail-cuff method (CODA-6, Kent Scientific, Torrington, CT) as described previously in more detail [17]. Before sacrifice, urine was collected while the rats were kept individually in metabolic cages for 24 h. Urinary protein and creatinine concentrations were analysed in the Laboratories for Clinical Biochemistry at Haukeland University Hospital, Bergen (Roche/Hitachi 912: U/CSF Protein and CREA plus assays).

Sacrifice procedure

At 23 weeks after clipping, six 2K1C and six sham rats were sacrificed under isoflurane anaesthesia as described in more detail previously [18]. The kidneys were flushed with phosphate-buffered saline from the arterial side, removed and weighed. Transversal slices were fixed in 4% buffered formaldehyde, processed by standard procedures and embedded in paraffin.

Tissue preparation and laser capture microdissection

Ten-micrometer FFPE sections were mounted on pre-irradiated polyethylene naphthalate slides (MembraneSlide 1.0 PEN, Carl Zeiss MicroImaging GmbH, Göttingen, Germany), deparaffinized and stained with haematoxylin eosin. Two samples (one from the outer cortex and the other from the juxtamedullary cortex) each with 100 glomerular tuft cross-sections were laser microdissected (PALM MicroBeam, Zeiss) and pressure catapulted into a tube cap (AdhesiveCap 500 clear, Zeiss). Glomeruli with severe morphological damage were excluded as the objective was to investigate early glomerular damage. Total volume of dissected glomerular tissue ranged from 7.8 to 12.5 nL. Dissected FFPE tissue was stored at −20°C.

Isolating fresh frozen glomeruli

Whole glomeruli were isolated using the agarose method described in detail previously [19]. Six sham-operated control rats were sacrificed 13–16 weeks after surgery, and 30 glomeruli were transferred to an eppendorf tube and stored at −80°C until use.

Protein/peptide extraction

Microdissected FFPE glomeruli were suspended in 10 µL lysis solution [0.1 M Tris pH 8, 0.1 M dithiothreitol (DTT), 4% sodium dodecyl sulphate] and heated at 99°C for 60 min. Fresh frozen glomeruli were sonicated, added lysis solution and heated at 95°C for 5 min. The lysate was separated on a NuPAGE Novex 4–12% Bis-Tris at 100 V for 8 min. The gel was stained with Coomassie Brilliant Blue G-250, and one lane was cut into one fraction, which was further cut into cubes of 1 mm3. Gel pieces were washed with 50% CH3CN in 50 mM NH4HCO3, reduced in 10 mM DTT in 100 mM NH4HCO3 for 45 min at 56°C and carbamidomethylated with 55 mM iodoacetamide in 100 mM NH4HCO3 at room temperature in the dark for 30 min. In-gel tryptic digestion was performed using trypsin porcine (Promega, Fitchburg, WI) at 37°C for 16 h in a 1:20 trypsin:protein ratio. The digested peptides were eluted and desalted using Oasis HLB μElution plates (Waters, Milford, MA).

Peptide separation and tandem mass spectrometry

The samples, containing an estimated amount of 0.5 µg peptides from FFPE glomeruli and 1 µg from isolated fresh frozen glomeruli (estimated using a bicinchoninic acid assay), were loaded onto a pre-column (Acclaim PepMap 100, 2 cm × 75 µm i.d. nanoViper column, packed with 3 µm C18 beads) followed by separation on the analytical column (Dionex #164570, Acclaim PepMap100 nanoViper column, 75 μm i.d. × 50 cm, packed with 3 μm C18 beads). Separation by liquid chromatography was performed using an Ultimate 3000 RSLC system (Thermo Scientific, Sunnyvale, CA) connected online to an LTQ-Orbitrap Velos Pro mass spectrometer (Thermo Scientific, Bremen, Germany) equipped with a Nanospray Flex ion source (Thermo Scientific). The peptides were separated using a 180-min LC gradient. The mass spectrometer was operated in data-dependent acquisition mode to automatically switch between full-scan MS and MS/MS acquisition. The seven most intense eluting peptides were sequentially isolated, fragmented and analysed in MS/MS mode.

Label-free quantification

The raw data were analysed with the Progenesis LC-MS software (version 4.0, Nonlinear Dynamics, Newcastle, UK) using default settings. Protein intensity was determined by adding the intensities of all peptides uniquely representing a protein. Relative protein abundance was determined by comparing protein intensities between samples. Features were searched and proteins identified by SearchGUI [20] and PeptideShaker [21] using the UniProtKB Rattus norvegicus database (downloaded from UniProt December 2013, 27 316 sequences). Precursor mass tolerance was set at 10 p.p.m. and product mass tolerance at 0.5 Da. Carbamidomethylation of cysteins and oxidation of methionines were set as fixed and variable modifications, respectively. Two missed cleavages were allowed, and false discovery rate was set at 1%.

Histology and immunohistochemistry

Series of 5-µm-thick sections from the non-clipped kidney of 2K1C hypertensive animals and the corresponding kidney from sham-operated control animals were stained for periodic acid–Schiff (PAS), for WT-1 Klon 6F-H2 (M3561 Dako, 1:50) to count podocyte nuclei and for transgelin (SM22-α, ab10135 Abcam PLC, 1:1200 and G1D4 Novus Biologicals, 1:1200), nephrin (Y17-R Novus Biologicals, 1:1200) and synaptopodin (G1D4 Novus Biologicals, 1:400) to validate proteomic findings. Slides were scanned with ScanScope® XT (Aperio) at ×40 and viewed in ImageScope 11. According to the protocol for microdissection, only glomeruli without severe morphological damage were randomly selected. Identical glomeruli (≥10 per animal) in two consecutive series of sections were used for assessment of morphological damage (PAS) and counting of WT-1-positive nuclei per glomerular cross section or glomerular tuft area. Synaptopodin and nephrin staining were quantified by automatic image analysis of 20 glomeruli per kidney using the Aperio positive pixel count algorithm v9.1. If necessary, results were normalized to standard section thickness. Results are expressed as mean number of positive pixels per µm2 glomerular tuft area.

Electron microscopy

For this investigation, renal tissue from a previous study was used [17]. Small pieces from the renal cortex were fixed in McDowell solution, postfixed in 1% osmium tetroxide and embedded in EPON. Semithin sections were stained with toluidine blue. Blocks with representative changes from two non-clipped kidneys of 2K1C rats and two from sham-operated controls were chosen for ultrastructural investigation. Ultrathin sections were stained with uranyl acetate and lead citrate and studied in a Jeol 100CX electron microscope.

Statistics

Fold change is given for relative quantitation of protein abundance. A protein was considered differentially abundant between 2K1C and controls if identified by at least two unique peptides and had a t-test P-value of <0.05. For other analyses, mean ± standard deviation (SD) is given and standard two-sided t-tests were used for statistical testing and P-values of <0.05 were considered significant unless otherwise noted.

RESULTS

Body weights were similar in the sham-operated control rats and 2K1C rats at start of the experiment, but the 2K1C rats weighed significantly less at time of sacrifice (Table 1). Eight weeks after surgery, the 2K1C rats had higher blood pressure compared with the sham-operated controls (P = 0.002). All 2K1C rats had proteinuria and morphological damage characteristic of hypertensive nephropathy at time of sacrifice in contrast to none of the sham rats.

Table 1.

Physiological characteristics of 2K1C and sham-operated rats

Sham (n = 6) 2K1C (n = 6) P-value
Weight rat (g)
 0 weeks, surgery 177 ± 9a 170 ± 11 0.30
 8 weeks 391 ± 28 365 ± 23 0.12
 23 weeks, sacrifice 495 ± 32 378 ± 71 0.01
Kidney weight (g)
 23 weeks, sacrifice 1.42 ± 0.11 Non-clipped/clipped 1.75 ± 0.19/1.05 ± 0.18 0.004/0.003
Blood pressure (mmHg)
 8 weeks
  Systolic 155 ± 10 206 ± 28 0.002
  Diastolic 108 ± 9 162 ± 34 0.005
Proteinuria (g/L)
 23 weeks, sacrifice 0.94 ± 1.91 4.62 ± 0.85 0.02

aThe data are given as mean ± SD.

Reproducibility and reliability

The reproducibility of the method for extracting proteins from FFPE glomerular tissue was assessed by individually analysing each of the 24 FFPE tissue samples (two samples from each animal, six animals in each group). The number of identified proteins was similar in all the samples, with a mean of 1121 (SD 76, min 960, max 1270). Mean overlap between control samples was 85% (SD 2.2%). The coefficient of variability (CV) was calculated from the protein abundances in samples within the sham and 2K1C group (Supplementary data, Table S1). The median variability was equally low within both groups (21%), indicating a reproducible method work flow [22]. The average variability was, however, higher within the 2K1C animals when compared with sham rats (28 versus 23%).

The chemical modifications produced by the fixation process [23] may influence protein extraction from FFPE tissue. We investigated differences in the identified proteins from FFPE tissue and fresh frozen tissue by comparing the overlap of identified proteins between 12 FFPE glomerular samples from controls (six animals, two samples from each) with the same number of fresh frozen glomeruli samples. A total of 1303 proteins were identified from the FFPE sham glomeruli and 1781 from the fresh frozen sham glomeruli. Of the 1303 proteins from FFPE glomeruli, 83% overlapped with proteins from fresh frozen glomeruli, presented as a Venn diagram in Figure 1.

FIGURE 1:

FIGURE 1:

Number of identified proteins from FFPE and fresh frozen glomeruli from sham-operated controls. A total of 1781 proteins were identified in fresh frozen samples, compared with 1303 in FFPE samples. In total, 1088 proteins overlapped, corresponding to 83% of the total identifications from FFPE glomeruli.

Changes in glomerular proteome in 2K1C versus sham

Combining the data from all 24 FFPE tissue samples using label-free quantification, 8451 unique peptides (9585 in total) were identified. The identified peptides correspond to a total of 1417 proteins (Supplementary data, Table S2), of which 1066 proteins were identified with two or more unique peptides, and used for protein quantification (Supplementary data, Table S1). The analysis demonstrated that 185 proteins were more abundant in 2K1C glomeruli compared with controls and 206 proteins were less abundant.

We investigated changes in the glomerular filtration barrier proteome following hypertensive injury by comparing relative abundances (2K1C/sham) of proteins known to play a role in the slit diaphragm complex, the podocyte foot process and the glomerular basement membrane (GBM). We used Figure 2 (adapted from Patrakka and Tryggvason [5] and printed with permission in this paper) as a basis for relevant proteins.

FIGURE 2:

FIGURE 2:

Important proteins of the glomerular filtration barrier. (A) Proteins of the podocyte foot process and GBM. (B) Proteins of the slit diaphragm complex. Modified from and printed with permission from Patrakka and Tryggvason [5].

Podocyte foot process and the slit diaphragm complex

Of the 19 podocyte foot process proteins (Figure 2), we were able to quantify 15 from the glomerular samples (Table 2). Podocyte foot process cytoskeletal proteins, such as β-actin, α-actinin-4 and synaptopodin [24, 25], were unchanged in 2K1C compared with controls. In addition, no change was seen for actin-related proteins (actin-related protein 3, F-actin-capping protein subunit beta, fascin, tropomyosin alpha-1 chain) (data not shown).

Table 2.

Abundance of podocyte foot process proteins in 2K1C as compared with sham-operated rats

Protein Gene 2K1C versus sham
Relative abundance P-value
Cytoskeletal proteins
 Synaptopodin Synpo 0.86 0.16
 α-Actinin-4 Actn4 0.92 0.23
 Actin, cytoplasmic 1 Actb 1.04 0.74
 Actin, cytoplasmic 2 Actc 1.24 0.003
Transmembrane proteins
 Ptpro (glepp1) Glepp1 0.78 0.002
 α3-Integrin Itga3 0.80 <0.001
 β1-Integrin Itgb1 0.81 0.002
 Podocalyxin Podxl 0.89 0.18
 Dystroglycan Dag1 0.91 0.26
 αv-Integrin Itgav 1.05 0.63
 β3-Integrin Itgb3 N/A
 CD151 antigen Cd151 N/A
 Urokinase plasminogen activator surface receptor Plaur N/A
Adaptor proteins
 Talin Tln1 0.85 0.01
 Na(+)/H(+) exchange regulatory cofactor NHE-RF2 Nherf2 0.87 0.15
 Ezrin Ezr 0.89 0.06
 Utrophin Utrn 0.89 0.11
 Integrin-linked protein kinase Ilk 0.93 0.29
 Vinculin Vcl 1.01 0.86
 Paxillin Pxn N/A

Of the 18 slit diaphragm complex proteins in Figure 2, we were able to quantify 12 from the glomerular samples, 11 of which showed lower abundance in 2K1C compared with controls (Table 3). Among these were several well characterized slit diaphragm proteins such as nephrin, neph1, podocin and ZO-1. However, the most significantly reduced proteins were the less studied proteins Magi2 and Pard3b. Additionally, roundabout homolog 2 (robo2), a protein recently found to interact with nephrin in the slit diaphragm [26], showed reduced abundance similar to nephrin.

Table 3.

Abundance of slit diaphragm complex proteins in 2K1C as compared with sham rats

Protein Gene 2K1C versus sham
Relative abundance P-value
Membrane-associated guanylate kinase, WW and PDZ domain-containing protein 2 Magi2 0.64 <0.001
Dendrin Dnd 0.65 <0.001
Protein Pard3b Pard3b 0.65 <0.001
Kin of IRRE-like protein 1 Neph1 0.68 <0.001
Roundabout homolog 2 Robo2 0.69 <0.001
Par-6 (partitioning defective 6) homolog beta Pard6 0.69 <0.01
Nephrin Nphs1 0.72 <0.001
Podocin Nphs2 0.77 <0.01
Tight junction protein ZO-1 Tjp1 0.77 <0.001
Spectrin beta chain, non-erythrocytic 1 (β-II spectrin) Sptbn1 0.80 <0.001
Spectrin alpha chain, non-erythrocytic 1 (α-II spectrin) Sptan1 0.82 <0.001
Protein CD2AP Cd2ap 0.87 0.03
IQ motif containing GTPase activating protein 1 Iqgap1 0.93 0.21
Peripheral plasma membrane protein CASK Cask N/A
NCK1-2 Nck1-2 N/A
P-cadherin Cdh3 N/A
VE-cadherin Cdh5 N/A
Short transient receptor potential channel 6 Trpc6 N/A
Junctional adhesion molecule 4 Jam4 N/A
Protein Fat1 Fat1 N/A

The glomerular basement membrane

Most major proteins of the GBM, which have previously been described in the literature [27], were identified in the glomerular tissue. Of the GBM proteins, collagen IV α3 and α5 chains, laminin chains α5, β2 and γ1, nidogen-1 and agrin displayed significantly reduced abundance in 2K1C as compared with sham (Table 4).

Table 4.

Abundance of GBM proteins in 2K1C as compared with sham-operated rats

Protein Gene 2K1C versus sham
Relative abundance P-value
Agrin Agrn 0.61 <0.0001
Collagen alpha 3 Type IV Col4a3 0.69 0.03
Collagen alpha 4 Type IV Col4a4 N/A
Collagen alpha 5 Type IV Col4a5 0.69 0.03
Laminin alpha 5 Lama5 0.70 0.007
Laminin beta 2 Lamb2 0.71 0.01
Laminin gamma 1 Lamc1 0.70 0.01
Nidogen-1 Nid 0.72 0.01
Protein Hspg2 Hspg2 0.84 0.20

Potential glomerular damage markers

Table 5 presents a list of potential glomerular damage markers in hypertensive glomerular injury in the present study. The list contains all proteins that were at least 30% more abundant in 2K1C rats as compared with sham-operated controls (with a P < 0.01). Only proteins that were not abundant in plasma (<100 peptide-sectrum matches in [28]), and that overlapped with already mapped glomerulus proteins [29] were included. In total, 23 proteins fulfilled the criteria and the proteins with the highest relative change in 2K1C were transgelin, acyl-coenzyme A thioesterase 1 and desmin (Table 5).

Table 5.

List of potential glomerular damage markers in 2K1C hypertension

Protein Gene 2K1C versus sham
Relative abundance P-value
Transgelin Tagln 3.41 <0.01
Acyl-coenzyme A thioesterase 1 Acot1 3.19 <0.01
Desmin Des 2.43 <0.0001
Acid ceramidase Asah1 2.16 <0.0001
Alpha-crystallin B chain Cryab 1.74 <0.001
Ficolin (collagen/fibrinogen domain containing) 1 Fcn1 1.86 <0.01
Ferritin light chain 1 Ftl1 1.86 <0.01
Glutamyl aminopeptidase Enpep 1.62 <0.0001
NADH-cytochrome b5 reductase 3 Cyb5r3 1.51 <0.0001
Major vault protein Mvp 1.44 <0.01
NADH dehydrogenase [ubiquinone] flavoprotein 2, mitochondrial Ndufv2 1.43 <0.001
Heat shock 27 kDa protein 1 Hspb1 1.43 <0.01
Lactadherin Mfge8 1.40 <0.01
60S ribosomal protein L12 Rpl12 1.39 <0.01
Atlastin-3 Atl3 1.38 <0.001
Coronin-1C Coro1c 1.38 <0.0001
40S ribosomal protein S10 Rps10 1.38 <0.001
Protein Serpinb6 Serpinb6 1.37 <0.0001
Pyruvate kinase PKM PKM 1.37 <0.0001
Glucose-6-phosphate 1-dehydrogenase G6pd 1.36 <0.01
Nestin Nes 1.32 <0.01
60S acidic ribosomal protein P0 Rplp0 1.31 <0.001
NADH dehydrogenase (ubiquinone) flavoprotein 1 Ndufv1 1.30 <0.001

Morphological changes in 2K1C versus sham

The non-clipped kidney of 2K1C rats showed significant morphological damage when compared with corresponding kidneys in sham-operated rats (Figure 3). Glomerular morphology in 2K1C varied from normal-to-mild morphological damage (mesangial widening, absorption droplets in podocytes) to more severe morphological damages (adherences, segmental sclerosis, as well as pronounced ischaemic changes and thrombotic microangiopathy in some rats). Hypertensive vasculopathy was prominent, and acute and chronic tubulointerstitial damage was present. For the proteomic analyses in the present study, we did not microdissect glomeruli with severe morphological damage.

FIGURE 3:

FIGURE 3:

Histological (AD) and ultrastructural (E and F) characteristics of the unclipped kidney in 2K1C (B, D and F) versus sham-operated control rats (A, C and E). (A and B) An overview image from the juxtamedullary cortex with arcuate arteries (arrows, notice pronounced wall hypertrophy in B). Encircled glomeruli in (B) show severe morphologic changes and are not eligible for microdissection. (D) shows a typical glomerulus, chosen for microdissection, with minor mesangial changes and absorption droplets in podocytes (arrow). Ultrastructurally these glomeruli (F) show enlarged podocytes compared with sham podocytes (E, arrowheads). In addition, the glomerulus in (F) shows electron dense absorption droplets (circle) indicating proteinuria and segmental foot process effacement (arrow).

A representative sample of 2K1C glomeruli eligible for microdissection was compared with sham rats; glomeruli from 2K1C rats had lower mean glomerular tuft area, a non-significant trend towards a lower number of WT-1-positive podocyte nuclei per glomerular cross section and a significantly lower number per glomerular area (Table 6). As a sign of a defect filtration barrier, podocytes from 2K1C glomeruli often contained absorption droplets. Less than 5% of glomeruli eligible for microdissection showed ischaemia, adherences, endothelial swelling, segmental sclerosis or pseudocysts. Qualitative electron microscopy of representative glomeruli from 2K1C non-clipped kidneys showed enlarged podocytes with electron dense membrane-bound absorption droplets and mild segmental foot process effacement, basement membrane changes were not observed (Figure 3).

Table 6.

Morphological characteristics of glomeruli eligible for proteomic analysis

Sham (n = 6) 2K1C (n = 6) P-value
Glomerular morphology
 Mean glomerular area (µm2) 8640 ± 1080 10 600 ± 1770 0.004
 Number of podocyte nucleia per glomeruli cross section 12.6 ± 2.1 10.9 ± 2.2 0.07
 Number of podocyte nucleia per 1000 µm2 glomerular area 1.46 ± 0.12 1.07 ± 0.33 0.001
Glomerular lesions (% positive glomeruli)
 Absorption droplets 0 21.4 ± 10.8 0.002
 Ischaemia 0 0.8 ± 1.9 0.18
 Adherences 0 4.8 ± 5.7 0.05
 Endothelial swelling 0 4.8 ± 6.5 0.09
 Segmental sclerosis 0 0.8 ± 2.0 0.18
 Pseudocysts 0 1.9 ± 3.0 0.09

aCounted as WT-1-positive nuclei per glomerular cross section.

To validate proteomic findings, immunohistochemistry for nephrin, synaptopodin and transgelin was performed (Figure 4). As expected from the proteomic findings, synaptopodin showed a similar amount of positivity in 2K1C and sham glomeruli. Nephrin showed a tendency to lower expression in 2K1C glomeruli with a 2K1C/sham ratio of 0.9 (not significant, P = 0.15). Nephrin staining correlated significantly with nephrin proteomic intensity (r2 = 0.44, P = 0.02, Supplementary data, Figure S1). Proteomic results indicated transgelin as a potential glomerular damage marker. 2K1C glomeruli showed de novo staining in some podocytes as well as stronger staining in the parietal epithelium and the glomerular vascular pole (Figure 4).

FIGURE 4:

FIGURE 4:

Immunohistochemistry for synaptopodin, nephrin and transgelin in glomeruli from 2K1C and sham. Representative micrographs are presented. (A and B) Synaptopodin shows a linear staining along the capillary wall and is identical in sham and 2K1C. (C and D) Nephrin is positive in podocytes with a linear staining along the capillary wall. Positivity is slightly decreased in 2K1C as compared with sham, in statistical analyses this did not reach significance (P = 0.15). (E and F) Transgelin is negative in sham, whereas some podocytes (red circles) are positive in 2K1C. There is also increased positivity in the parietal epithelium and the glomerular vascular pole in 2K1C.

DISCUSSION

In the present study, we have investigated quantitative changes in the glomerular proteome in hypertensive nephropathy. Glomeruli without severe morphological damage were microdissected from FFPE renal tissue, and small amounts of tissue were used for quantitative proteomic analysis. Protein extraction was shown to be reproducible and reliable. We demonstrated that proteins important for the glomerular filtration barrier were 20–40% less abundant in glomeruli from 2K1C rats when compared with sham rats. Proteins important for the podocyte cytoskeleton were not changed. Morphologically, we demonstrated glomerular hypertrophy in 2K1C and a significantly lower number of podocytes per glomerular tuft area. Transgelin, desmin and acyl-coenzyme A thioesterase 1 were identified as possible markers of hypertension-induced glomerular damage.

The podocyte has been subject to detailed study during the last decades [30], and mapping of the intracellular processes within the podocyte is emerging [31]. In the present study, we used a label-free proteomics approach to quantitatively compare glomerular proteins from 2K1C rats with hypertensive kidney damage to sham-operated controls. We were able to quantify over a 1000 proteins and in order to study proteins important for the glomerular filtration barrier; we chose to focus on proteins described in a recent review by Patrakka and Tryggvason [5]. The slit diaphragm proteins, nephrin and podocin, have previously been shown to be associated with podocyte foot process effacement and are reduced in hypertensive nephrosclerosis [8, 10]. Gene expression analyses have also shown downregulation of nephrin, podocin, magi2 and ZO-1 in other glomerular diseases, like focal segmental glomerulosclerosis [32, 33]. Our results support these findings, but show that also the other slit diaphragm proteins are less abundant in 2K1C. Several podocyte transmembrane proteins identified in the present study show reduced abundance in 2K1C, including α3β1-integrin, the major podocyte integrin involved in GBM binding [5] and glepp1 that is important for maintaining podocyte structure and function [34, 35]. This is supported by previous studies that showed decreased abundance of α3β1-integrin in podocytes subjected to mechanical stress in vitro [36] as well as in diabetic nephropathy [37], suggesting a possible factor in podocyte detachment. Downregulation of glepp1 is previously reported as an early marker for podocyte injury. Interestingly, regulation of glepp1 precedes change in podocalyxin expression [34], which is consistent with the results in the present study. Several studies on hypertensive nephrosclerosis have shown reduced abundance of the actin-associated proteins α-actinin-4 and synaptopodin [10, 38, 39]. However, common for these studies is a prominent degree of glomerulosclerosis, a feature that in mutational studies has been shown to be mediated by dysfunction of these proteins [40, 41]. In the present study, only glomeruli without severe morphological damage were microdissected and we believe that this explains the apparent discrepancy between the present and previous studies. The present study also demonstrated reduced abundance of the proteins from the GBM in the glomeruli from hypertensive rats. Qualitative electron microscopy in the present study and a previous study on hypertensive nephrosclerosis [42] did not show significant thinning of the GBM, and our proteomic finding does not seem to have a clear morphological explanation. To our knowledge, no studies have investigated the proteome of the GBM in hypertensive nephrosclerosis and our novel findings will need confirmation and further investigation in future studies.

To investigate the reliability of extracted proteins from FFPE glomeruli for use in proteomic analyses, we compared the identified proteins from FFPE glomeruli with the identified proteins from isolated fresh frozen glomeruli. As more tissue was used when analysing fresh frozen glomeruli (1 µg) as compared with when analysing FFPE glomeruli (0.5 µg), the 40% higher number of identified proteins in fresh frozen glomeruli in the present study could be expected, although it is likely that the number of identifications using fresh frozen glomeruli would be higher also with equal tissue amounts. Importantly, 83% of proteins from FFPE samples could be identified also in the fresh frozen samples. This is only slightly lower than the overlap between two separate samples containing glomeruli from FFPE tissue (85% overlap) or fresh frozen tissue (86%, data not shown). In general, the quality of protein identifications was at least similar, and possibly even better than other studies that compare fresh frozen and FFPE prepared material from other tissues, using gel-based methods [43, 44]. A few previous studies have analysed the glomerular proteome in fresh frozen [45] and FFPE tissue [46, 47]; however, these identified significantly fewer proteins than the present study. This is noteworthy considering the low amount of glomerular FFPE tissue used in our study (10 nL); we attribute a large part of this to the use of state-of-the-art LC–MS/MS technology used in our study. Based on the high degree of overlap with isolated fresh frozen samples, high number of identified proteins per sample, low variation in numbers of identified proteins between samples, low CV within groups, high consistency between findings for relative quantity for different proteins from the same compartment, as well as similar findings in immunohistochemistry validation, we conclude that our method is well suited for further analyses of the glomerular proteome.

As the glomerulus consists of several cell types, podocytes, mesangial cells and endothelial cells, it is possible that altered balance between these cell types could account for some of the proteome changes described in the present study. To minimize such potential differences, we chose only to microdissect glomeruli without severe morphological damage. Glomerular hypertrophy is a common feature of hypertensive kidney disease [42, 48] and was also observed in glomeruli included in this study. The expanding tuft surface area requires the podocyte to stretch, a potential pathological response that is followed by foot process effacement, podocyte detachment and focal segmental glomerulosclerosis [42, 49]. The unchanged abundance of the podocyte-specific cytoskeletal protein synaptopodin, validated by immunohistochemistry, indicates that the ratio between podocyte cell volume and total cell volume did not change much. Both the glomerular tuft area and the podocytes were larger in 2K1C as compared with sham. As the podocyte cell count was lower per glomerular area in hypertensive compared with normotensive rats, and electron microscopy did not show denudation of glomerular capillaries, this indicates that the podocytes had undergone hypertrophy. Electron microscopy also showed mild foot process fusion in 2K1C, a trait that is expected to result in a lower foot process surface area. Although uncertain, the reduced abundance of proteins from the slit diaphragm and other transmembrane proteins of the foot processes may be partly explained by the observed morphological changes. Further studies will need to investigate whether primary molecular changes with loss of slit diaphragm proteins can play a pathophysiological role.

We also examined proteins identified in the present study that could be potential damage markers for glomerular injury with focus on proteins already mapped to the glomerulus [29] and with a relative increase in abundance >30% in 2K1C. Proteins known to be abundant in plasma [28] were excluded. The three proteins with the highest relative abundance in 2K1C compared with controls were desmin, acyl-coenzyme A thioesterase 1 and transgelin. Desmin is an intermediate filament protein that has also previously been found to be upregulated in podocytes of the non-clipped kidney 2K1C hypertensive rats [50] and is suggested as a marker for glomerular injury in puromycin aminonucleoside nephrosis [51] and diabetic nephropathy [52] in rat models. Transgelin is upregulated in podocytes of several nephropathies [53, 54] and has been reported as markers for repopulating mesangial cells in response to damage [55]. The former was also suggested by our immunohistochemistry findings. Acyl-coenzyme A thioesterase 1 is involved in intracellular lipid metabolism [56], but its role in disease has not been studied.

In conclusion, the present study has demonstrated a reliable and reproducible method for extracting proteins from small amounts of FFPE glomerular tissue for quantitative proteomic analyses. In 2K1C hypertensive rats, we demonstrated reduced abundance of podocyte proteins from the slit diaphragm complex and proteins important for the interaction with the glomerulus basal membrane. Furthermore, potential damage markers have been presented, with desmin, transgelin and acyl-coenzyme A thioesterase 1 being the most interesting for future research. Future studies of the glomerular proteome at different stages of hypertensive nephrosclerosis will be important for a more detailed characterization of the underlying mechanisms.

SUPPLEMENTARY DATA

Supplementary data are available online at http://ndt.oxfordjournals.org.

FUNDING

The study was supported by research grants from the Western Norway Regional Health Authority. Vikse BE held from 2012 to 2014 a part-time professoral position at the University of Bergen that was partly financed by Amgen Inc.

CONFLICT OF INTEREST STATEMENT

None declared.

Supplementary Material

Supplementary Data

ACKNOWLEDGEMENTS

Microdissection of glomerular tissue was performed using equipment from the Molecular Imaging Center (Fuge, Norwegian Research Council), University of Bergen. Thanks to Edith Fick, Department of Clinical Medicine, for preparing tissue sections. The proteomic analyses were performed at the Proteomic Unit at the University of Bergen (PROBE). Special thanks to Olav Mjaavatten for technical assistance. Thanks to Dagny Ann Sandnes, Department of Clinical Medicine, University of Bergen, for immunohistochemistry. We are also indebted to Ann-Kristin Straus Dahl, Hilde Fløystad, Bendik Nordanger, Nina Holmelid and Brynhild Haugen, Department of Pathology, Haukeland University Hospital, for skillful technical assistance.

REFERENCES

  • 1.Luke RG. Hypertensive nephrosclerosis: pathogenesis and prevalence. Essential hypertension is an important cause of end-stage renal disease. Nephrol Dial Transplant. 1999;14:2271–2278. doi: 10.1093/ndt/14.10.2271. [DOI] [PubMed] [Google Scholar]
  • 2.Remuzzi G, Bertani T. Pathophysiology of progressive nephropathies. N Engl J Med. 1998;339:1448–1456. doi: 10.1056/NEJM199811123392007. [DOI] [PubMed] [Google Scholar]
  • 3.Ruggenenti P, Cravedi P, Remuzzi G. Mechanisms and treatment of CKD. J Am Soc Nephrol. 2012;23:1917–1928. doi: 10.1681/ASN.2012040390. [DOI] [PubMed] [Google Scholar]
  • 4.Haraldsson B, Nystrom J, Deen WM. Properties of the glomerular barrier and mechanisms of proteinuria. Physiol Rev. 2008;88:451–487. doi: 10.1152/physrev.00055.2006. [DOI] [PubMed] [Google Scholar]
  • 5.Patrakka J, Tryggvason K. Molecular make-up of the glomerular filtration barrier. Biochem Biophys Res Commun. 2010;396:164–169. doi: 10.1016/j.bbrc.2010.04.069. [DOI] [PubMed] [Google Scholar]
  • 6.Tryggvason SH, Guo J, Nukui M, et al. A meta-analysis of expression signatures in glomerular disease. Kidney Int. 2013;84:591–599. doi: 10.1038/ki.2013.169. [DOI] [PubMed] [Google Scholar]
  • 7.Navar LG, Zou L, Von Thun A, et al. Unraveling the mystery of Goldblatt hypertension. News Physiol Sci. 1998;13:170–176. doi: 10.1152/physiologyonline.1998.13.4.170. [DOI] [PubMed] [Google Scholar]
  • 8.Nagase M, Shibata S, Yoshida S, et al. Podocyte injury underlies the glomerulopathy of Dahl salt-hypertensive rats and is reversed by aldosterone blocker. Hypertension. 2006;47:1084–1093. doi: 10.1161/01.HYP.0000222003.28517.99. [DOI] [PubMed] [Google Scholar]
  • 9.Kriz W, Shirato I, Nagata M, et al. The podocyte’s response to stress: the enigma of foot process effacement. Am J Physiol Renal Physiol. 2013;304:F333–F347. doi: 10.1152/ajprenal.00478.2012. [DOI] [PubMed] [Google Scholar]
  • 10.Wang G, Lai FM, Kwan BC, et al. Podocyte loss in human hypertensive nephrosclerosis. Am J Hypertens. 2009;22:300–306. doi: 10.1038/ajh.2008.360. [DOI] [PubMed] [Google Scholar]
  • 11.Ikeda K, Monden T, Kanoh T, et al. Extraction and analysis of diagnostically useful proteins from formalin-fixed, paraffin-embedded tissue sections. J Histochem Cytochem. 1998;46:397–403. doi: 10.1177/002215549804600314. [DOI] [PubMed] [Google Scholar]
  • 12.Crockett DK, Lin Z, Vaughn CP, et al. Identification of proteins from formalin-fixed paraffin-embedded cells by LC-MS/MS. Lab Invest. 2005;85:1405–1415. doi: 10.1038/labinvest.3700343. [DOI] [PubMed] [Google Scholar]
  • 13.Palmer-Toy DE, Krastins B, Sarracino DA, et al. Efficient method for the proteomic analysis of fixed and embedded tissues. J Proteome Res. 2005;4:2404–2411. doi: 10.1021/pr050208p. [DOI] [PubMed] [Google Scholar]
  • 14.Craven RA, Cairns DA, Zougman A, et al. Proteomic analysis of formalin-fixed paraffin-embedded renal tissue samples by label-free MS: assessment of overall technical variability and the impact of block age. Proteomics Clin Appl. 2013;7:273–282. doi: 10.1002/prca.201200065. [DOI] [PubMed] [Google Scholar]
  • 15.Sedor JR. Tissue proteomics: a new investigative tool for renal biopsy analysis. Kidney Int. 2009;75:876–879. doi: 10.1038/ki.2009.54. [DOI] [PubMed] [Google Scholar]
  • 16.Helle F, Vagnes OB, Iversen BM. Angiotensin II-induced calcium signaling in the afferent arteriole from rats with two-kidney, one-clip hypertension. Am J Physiol Renal Physiol. 2006;291:F140–F147. doi: 10.1152/ajprenal.00279.2005. [DOI] [PubMed] [Google Scholar]
  • 17.Skogstrand T, Leh S, Paliege A, et al. Arterial damage precedes the development of interstitial damage in the nonclipped kidney of two-kidney, one-clip hypertensive rats. J Hypertens. 2013;31:152–159. doi: 10.1097/HJH.0b013e32835a5d4e. [DOI] [PubMed] [Google Scholar]
  • 18.Hultstrom M, Leh S, Skogstrand T, et al. Upregulation of tissue inhibitor of metalloproteases-1 (TIMP-1) and procollagen-N-peptidase in hypertension-induced renal damage. Nephrol Dial Transplant. 2008;23:896–903. doi: 10.1093/ndt/gfm710. [DOI] [PubMed] [Google Scholar]
  • 19.Hook U, Svalander CT. Agarose method for the preparation of isolated glomeruli from human renal biopsies. APMIS. 1991;99:844–848. doi: 10.1111/j.1699-0463.1991.tb01269.x. [DOI] [PubMed] [Google Scholar]
  • 20.Vaudel M, Barsnes H, Berven FS, et al. SearchGUI: an open-source graphical user interface for simultaneous OMSSA and X!Tandem searches. Proteomics. 2011;11:996–999. doi: 10.1002/pmic.201000595. [DOI] [PubMed] [Google Scholar]
  • 21.Barsnes H, Vaudel M, Colaert N, et al. Compomics-utilities: an open-source Java library for computational proteomics. BMC Bioinformatics. 2011;12:70. doi: 10.1186/1471-2105-12-70. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Nagaraj N, Mann M. Quantitative analysis of the intra- and inter-individual variability of the normal urinary proteome. J Proteome Res. 2011;10:637–645. doi: 10.1021/pr100835s. [DOI] [PubMed] [Google Scholar]
  • 23.Metz B, Kersten GF, Hoogerhout P, et al. Identification of formaldehyde-induced modifications in proteins: reactions with model peptides. J Biol Chem. 2004;279:6235–6243. doi: 10.1074/jbc.M310752200. [DOI] [PubMed] [Google Scholar]
  • 24.Bariety J, Bruneval P, Hill G, et al. Posttransplantation relapse of FSGS is characterized by glomerular epithelial cell transdifferentiation. J Am Soc Nephrol. 2001;12:261–274. doi: 10.1681/ASN.V122261. [DOI] [PubMed] [Google Scholar]
  • 25.Ichimura K, Kurihara H, Sakai T. Actin filament organization of foot processes in rat podocytes. J Histochem Cytochem. 2003;51:1589–1600. doi: 10.1177/002215540305101203. [DOI] [PubMed] [Google Scholar]
  • 26.Fan X, Li Q, Pisarek-Horowitz A, et al. Inhibitory effects of Robo2 on nephrin: a crosstalk between positive and negative signals regulating podocyte structure. Cell Rep. 2012;2:52–61. doi: 10.1016/j.celrep.2012.06.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Miner JH. Renal basement membrane components. Kidney Int. 1999;56:2016–2024. doi: 10.1046/j.1523-1755.1999.00785.x. [DOI] [PubMed] [Google Scholar]
  • 28.Farrah T, Deutsch EW, Omenn GS, et al. A high-confidence human plasma proteome reference set with estimated concentrations in PeptideAtlas. Mol Cell Proteomics. 2011;10:M110.006353. doi: 10.1074/mcp.M110.006353. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Cui Z, Yoshida Y, Xu B, et al. Profiling and annotation of human kidney glomerulus proteome. Proteome Sci. 2013;11:13. doi: 10.1186/1477-5956-11-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Pavenstadt H, Kriz W, Kretzler M. Cell biology of the glomerular podocyte. Physiol Rev. 2003;83:253–307. doi: 10.1152/physrev.00020.2002. [DOI] [PubMed] [Google Scholar]
  • 31.Warsow G, Endlich N, Schordan E, et al. PodNet, a protein-protein interaction network of the podocyte. Kidney Int. 2013;84:104–115. doi: 10.1038/ki.2013.64. [DOI] [PubMed] [Google Scholar]
  • 32.Matsusaka T, Sandgren E, Shintani A, et al. Podocyte injury damages other podocytes. J Am Soc Nephrol. 2011;22:1275–1285. doi: 10.1681/ASN.2010090963. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Hodgin JB, Borczuk AC, Nasr SH, et al. A molecular profile of focal segmental glomerulosclerosis from formalin-fixed, paraffin-embedded tissue. Am J Pathol. 2010;177:1674–1686. doi: 10.2353/ajpath.2010.090746. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Kim YH, Goyal M, Wharram B, et al. GLEPP1 receptor tyrosine phosphatase (Ptpro) in rat PAN nephrosis. A marker of acute podocyte injury. Nephron. 2002;90:471–476. doi: 10.1159/000054736. [DOI] [PubMed] [Google Scholar]
  • 35.Thomas PE, Wharram BL, Goyal M, et al. GLEPP1, a renal glomerular epithelial cell (podocyte) membrane protein-tyrosine phosphatase. Identification, molecular cloning, and characterization in rabbit. J Biol Chem. 1994;269:19953–19962. [PubMed] [Google Scholar]
  • 36.Dessapt C, Baradez MO, Hayward A, et al. Mechanical forces and TGF beta 1 reduce podocyte adhesion through alpha 3 beta 1 integrin downregulation. Nephrol Dial Transplant. 2009;24:2645–2655. doi: 10.1093/ndt/gfp204. [DOI] [PubMed] [Google Scholar]
  • 37.Chen HC, Chen CA, Guh JY, et al. Altering expression of alpha 3 beta 1 integrin on podocytes of human and rats with diabetes. Life Sci. 2000;67:2345–2353. doi: 10.1016/s0024-3205(00)00815-8. [DOI] [PubMed] [Google Scholar]
  • 38.Hayata M, Kakizoe Y, Uchimura K, et al. Effect of a serine protease inhibitor on the progression of chronic renal failure. Am J Physiol Renal Physiol. 2012;303:F1126–F1135. doi: 10.1152/ajprenal.00706.2011. [DOI] [PubMed] [Google Scholar]
  • 39.Yasuno K, Araki S, Sakashita H, et al. Development of podocyte injuries in Osborne-Mendel rats is accompanied by reduced expression of podocyte proteins. J Comp Pathol. 2013;149:280–290. doi: 10.1016/j.jcpa.2013.01.012. [DOI] [PubMed] [Google Scholar]
  • 40.Kaplan JM, Kim SH, North KN, et al. Mutations in ACTN4, encoding alpha-actinin-4, cause familial focal segmental glomerulosclerosis. Nat Genet. 2000;24:251–256. doi: 10.1038/73456. [DOI] [PubMed] [Google Scholar]
  • 41.Dai S, Wang Z, Pan X, et al. Functional analysis of promoter mutations in the ACTN4 and SYNPO genes in focal segmental glomerulosclerosis. Nephrol Dial Transplant. 2010;25:824–835. doi: 10.1093/ndt/gfp394. [DOI] [PubMed] [Google Scholar]
  • 42.Kretzler M, Koeppen-Hagemann I, Kriz W. Podocyte damage is a critical step in the development of glomerulosclerosis in the uninephrectomised-desoxycorticosterone hypertensive rat. Virchows Arch. 1994;425:181–193. doi: 10.1007/BF00230355. [DOI] [PubMed] [Google Scholar]
  • 43.Tanca A, Pagnozzi D, Burrai GP, et al. Comparability of differential proteomics data generated from paired archival fresh-frozen and formalin-fixed samples by GeLC-MS/MS and spectral counting. J Proteomics. 2012;77:561–576. doi: 10.1016/j.jprot.2012.09.033. [DOI] [PubMed] [Google Scholar]
  • 44.Addis MF, Tanca A, Pagnozzi D, et al. Generation of high-quality protein extracts from formalin-fixed, paraffin-embedded tissues. Proteomics. 2009;9:3815–3823. doi: 10.1002/pmic.200800971. [DOI] [PubMed] [Google Scholar]
  • 45.Zhang Y, Yoshida Y, Xu B, et al. Comparison of human glomerulus proteomic profiles obtained from low quantities of samples by different mass spectrometry with the comprehensive database. Proteome Sci. 2011;9:47. doi: 10.1186/1477-5956-9-47. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Sethi S, Gamez JD, Vrana JA, et al. Glomeruli of Dense Deposit Disease contain components of the alternative and terminal complement pathway. Kidney Int. 2009;75:952–960. doi: 10.1038/ki.2008.657. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Nakatani S, Wei M, Ishimura E, et al. Proteome analysis of laser microdissected glomeruli from formalin-fixed paraffin-embedded kidneys of autopsies of diabetic patients: nephronectin is associated with the development of diabetic glomerulosclerosis. Nephrol Dial Transplant. 2012;27:1889–1897. doi: 10.1093/ndt/gfr682. [DOI] [PubMed] [Google Scholar]
  • 48.D'Agati VD, Kaskel FJ, Falk RJ. Focal segmental glomerulosclerosis. N Engl J Med. 2011;365:2398–2411. doi: 10.1056/NEJMra1106556. [DOI] [PubMed] [Google Scholar]
  • 49.Nagata M, Kriz W. Glomerular damage after uninephrectomy in young rats. II. Mechanical stress on podocytes as a pathway to sclerosis. Kidney Int. 1992;42:148–160. doi: 10.1038/ki.1992.272. [DOI] [PubMed] [Google Scholar]
  • 50.Eng E, Veniant M, Floege J, et al. Renal proliferative and phenotypic changes in rats with two-kidney, one-clip Goldblatt hypertension. Am J Hypertens. 1994;7:177–185. doi: 10.1093/ajh/7.2.177. [DOI] [PubMed] [Google Scholar]
  • 51.Herrmann A, Tozzo E, Funk J. Semi-automated quantitative image analysis of podocyte desmin immunoreactivity as a sensitive marker for acute glomerular damage in the rat puromycin aminonucleoside nephrosis (PAN) model. Exp Toxicol Pathol. 2012;64:45–49. doi: 10.1016/j.etp.2010.06.004. [DOI] [PubMed] [Google Scholar]
  • 52.Kakimoto T, Okada K, Hirohashi Y, et al. Automated image analysis of a glomerular injury marker desmin in SDT rats treated with losartan. J Endocrinol. 2014;222:43–51. doi: 10.1530/JOE-14-0164. [DOI] [PubMed] [Google Scholar]
  • 53.Marshall CB, Krofft RD, Blonski MJ, et al. Role of smooth muscle protein SM22alpha in glomerular epithelial cell injury. Am J Physiol Renal Physiol. 2011;300:F1026–F1042. doi: 10.1152/ajprenal.00187.2010. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Wang X, Sakatsume M, Sakamaki Y, et al. Quantitative histological analysis of SM22alpha (transgelin) in an adriamycin-induced focal segmental glomerulosclerosis model. Nephron Exp Nephrol. 2012;120:e1–e11. doi: 10.1159/000329664. [DOI] [PubMed] [Google Scholar]
  • 55.Daniel C, Ludke A, Wagner A, et al. Transgelin is a marker of repopulating mesangial cells after injury and promotes their proliferation and migration. Lab Invest. 2012;92:812–826. doi: 10.1038/labinvest.2012.63. [DOI] [PubMed] [Google Scholar]
  • 56.Hunt MC, Alexson SE. The role Acyl-CoA thioesterases play in mediating intracellular lipid metabolism. Prog Lipid Res. 2002;41:99–130. doi: 10.1016/s0163-7827(01)00017-0. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplementary Data

Articles from Nephrology Dialysis Transplantation are provided here courtesy of Oxford University Press

RESOURCES