STUDY DESIGN: Proteomic analysis of human intervertebral discs. OBJECTIVES: To compare the characters of scoliotic discs and discs from magnetic resonance imaging (MRI)-normal voluntary organ donors controls used in disc research employing proteomics and establish "true controls" that can be utilized for future intervertebral disc (IVD) research. METHODS: Eight MRI-normal discs from 8 brain-dead voluntary organ donors (ND) and 8 scoliotic discs (SD) from 3 patients who underwent anterior surgery for adolescent idiopathic scoliosis were subjected to tandem mass spectrometry, and further analysis was performed. RESULTS: Mass spectrometry identified a total of 235 proteins in ND and 438 proteins in the SD group. Proteins involved in extracellular matrix integrity (Versican, keratins KRT6A, KRT14, KRT5, and KRT 13A1, A-kinase anchor protein 13, coagulation factor XIII A chain, proteoglycan 4) and proteins involved in transcription and DNA repair (Von Willebrand factor A domain-containing 3B, eukaryotic initiation factor 2B, histone H4, leukocyte cell-derived chemotaxin 2) were found to be downregulated in SD. Inflammatory proteins (C3, C1S), and oxidative stress response proteins (peroxiredoxin-2,6, catalase, myeloperoxidase, apolipoprotein E) were found to be upregulated in SD. These changes were reflected at the pathway level also. CONCLUSION: Findings of our study confirm that scoliotic discs have an abundance of inflammatory, oxidative stress response proteins, which are either absent or downregulated in the ND group indicating that scoliotic discs are not pathologically inert. Furthermore, this study has established MRI-normal discs from voluntary organ donors as the "true" control for molecular studies in IVD research.
STUDY DESIGN: Proteomic analysis of human intervertebral discs. OBJECTIVES: To compare the characters of scoliotic discs and discs from magnetic resonance imaging (MRI)-normal voluntary organ donors controls used in disc research employing proteomics and establish "true controls" that can be utilized for future intervertebral disc (IVD) research. METHODS: Eight MRI-normal discs from 8 brain-dead voluntary organ donors (ND) and 8 scoliotic discs (SD) from 3 patients who underwent anterior surgery for adolescent idiopathic scoliosis were subjected to tandem mass spectrometry, and further analysis was performed. RESULTS: Mass spectrometry identified a total of 235 proteins in ND and 438 proteins in the SD group. Proteins involved in extracellular matrix integrity (Versican, keratins KRT6A, KRT14, KRT5, and KRT 13A1, A-kinase anchor protein 13, coagulation factor XIII A chain, proteoglycan 4) and proteins involved in transcription and DNA repair (Von Willebrand factor A domain-containing 3B, eukaryotic initiation factor 2B, histone H4, leukocyte cell-derived chemotaxin 2) were found to be downregulated in SD. Inflammatory proteins (C3, C1S), and oxidative stress response proteins (peroxiredoxin-2,6, catalase, myeloperoxidase, apolipoprotein E) were found to be upregulated in SD. These changes were reflected at the pathway level also. CONCLUSION: Findings of our study confirm that scoliotic discs have an abundance of inflammatory, oxidative stress response proteins, which are either absent or downregulated in the ND group indicating that scoliotic discs are not pathologically inert. Furthermore, this study has established MRI-normal discs from voluntary organ donors as the "true" control for molecular studies in IVD research.
Entities:
Keywords:
adolescent idiopathic scoliosis; basic science; controls; degenerative disc disease; disc; proteomics; scoliosis; tandem mass spectrometry
Disc degeneration (DD) is attributed to 40% of low back pain (LBP),
which is the single most common cause of disability worldwide.
Also, DD is the most researched subject in spinal disorders. Despite being
extensively researched, the intricate mechanisms involved in homeostasis, the
etiology, and pathomechanisms involved in disc degeneration are still unclear. The
most important reason for this elusiveness has been, lack of appropriate controls
for making a precise comparison against degenerated discs. The inclusion of
appropriate controls representing the original living status of intervertebral disc
(IVD) will shed more light on the molecular mechanisms underlying the development of
DD. Current research on disc degeneration uses heterogeneous controls for
comparison. The commonly employed controls include scoliotic discs, traumatic discs,
discs from cadavers,
or discs from voluntary organ donors.
Also, results from animal studies have been extrapolated to humans due to a
lack of appropriate human controls. However, the results from these studies have led
to poor reproducibility and contributed to confusion rather than clarity. Hence,
there is a need for defining appropriate controls for inclusion in any anatomical
and molecular studies aiming at understanding the etiology of DD. In this study, we
sought to compare the protein profiles of magnetic resonance imaging (MRI)–normal
IVD harvested from brain-dead voluntary organ donors against the most commonly used
control discs obtained from scoliosis patients by employing proteomics strategy and
establish “true controls” that can be utilized for future IVD research.
Materials and Methods
Sample Collection
The study was conducted after getting proper ethical clearance and approval from
the institutional review board. Eight L4-L5 discs from 8 brain-dead voluntary
organ donors screened for devoid of low back pain formed the normal discs group
(ND), whereas scoliotic disc group (SD) consists of 8 discs from 3 adolescent
idiopathic scoliosis (AIS) patients who underwent anterior deformity correction
procedure (Figure 1).
All the samples were collected in aseptic operating room conditions, washed with
1X phosphate buffered saline (PBS) for the removal of bloodstains and
snap-frozen in liquid nitrogen before storing at −80°C.
Figure 1.
Imaging of the study groups. (A) Normal group: Brain-dead voluntary organ
donors. Imaging shows no degenerative changes. (B) Scoliosis group:
Adolescent idiopathic scoliosis—magnetic resonance imaging showing
normal discs.
Imaging of the study groups. (A) Normal group: Brain-dead voluntary organ
donors. Imaging shows no degenerative changes. (B) Scoliosis group:
Adolescent idiopathic scoliosis—magnetic resonance imaging showing
normal discs.
Protein Extraction and Prefractionation
Total protein was extracted from 200 mg of nucleus pulposus (NP) component of
human intervertebral discs by radio immunoprecipitation assay buffer (RIPA)
followed by 2% sodium dodecyl sulfate (SDS) buffer.[6,7] Both membrane and cellular
protein fractions were extracted and subjected to precipitation using protein
sample-methanol-chloroform-water in the ratio (1:4:1:3). Purified proteins were
quantified using bicinchoninic acid (BCA) assay before prefractionation. About
100 µg of purified total proteins were loaded onto 10% SDS–polyacrylamide gel
electrophoresis (SDS-PAGE) for the separation based on molecular weight.
In-Gel Tryptic Digestion
Prefractionated protein samples resolved in the form of small bands were cut and
chopped finely into 1.5-mm gel pieces. Then, they were subjected to reduction
using 25 mM dithiothreitol (DTT) to convert all cysteine disulfide bond into
cysteine-free sulfhydryl groups, followed by alkylation using 55 mM
iodoacetamide (IAA).
Alkylated pieces were washed with 100 mM ammonium bicarbonate before
digesting the proteins with 600 ng of trypsin per protein band. The digestion
was set at 37 °C for 16 hours. Digested tryptic peptides were extracted from gel
bands using 0.1% trifluoro acetic acid (TFA) and acetonitrile (ACN) on
sonication (15-second pulsation on and off for 5 cycles). Extracted peptides
were purified using Agilent c18 stage columns as per manufacturer’s instruction
and subjected to ESI-LC-MS/MS (electrospray ionization–liquid
chromatography–tandem mass spectrometry) analysis.
Tandem Mass Spectrometry
Purified trypsin-digested peptides were reconstituted with 0.1% trifluoroacetic
acid/formic acid (TFA/FA) in 10% ACN before injecting into Orbitrap Velos Pro
Mass Spectrometer at a concentration of 1000 femtomoles (fmol) per duplicate run
as described earlier.
The raw files (.raw/.msf) obtained from the machine were searched against
annotated UNIPROT consortium for identification of total proteins.
Data Processing
The MS/MS raw data acquired from Orbitrap Velos Pro Mass Spectrometer were
searched against universal human proteome databases for the global
identification of proteins with the help of Proteome Discoverer v 1.4 available
with Mascot and SEQUEST search engines. The peptide spectrum matches (PSMs) from
SequestHT and Mascot were postprocessed using the Percolator algorithm. The
peptides with rank one and having a q-value <0.01 were
considered for protein identification.
Bioinformatics Analysis
Total proteins were analyzed to remove the duplicate, unreviewed entries for
further analysis. Spectral counts obtained by LC/MS-MS were further normalized
by the normalized spectral abundance factor (NSAF) method.
Comparative proteome analysis was performed by FunRich, version: FunRich
3.0, a stand-alone software used for functional analysis, to understand the
shared homology of proteins between groups.
Gene ontology was performed using Panther GO-slim classification tool
version 14.0
and David Database version 6.7
to catalog proteins based on their molecular, biological, and cellular
functions. Pathway enrichment analysis was performed using ShinyGO version 0.61
database with interface access to KEGG pathways along with Reactome
pathway browser
version 3.6 to understand the pathomechanisms.
Statistical Analysis
Differences in protein expression between ND and SD groups were analyzed using
SPSS software version 25. Based on the normality assessment, independent
t tests for 2 variables and Mann-Whitney U
tests were used in case of normality assumption violation. Two-tailed alpha was
set at 0.05.
Data Availability
Raw data sets of this experiment have been deposited to the Proteome Xchange
Consortium via the PRIDE
partner repository with identifier PXD018968 and project DOI
10.6019/PXD018968.
Results
Human IVDs from the groups (ND and SD) examined in this study comprised mixed gender
populations, as listed in Table
1. The age (mean ± SD) of the subjects was 37.6 ± 16.9 years in the ND
group and 19.25 ± 8.10 in the SD group.
Table 1.
Demographic Details of the Samples Considered for This Study.
Group
Age, years
Sex
Disc level
Pfirrmann grade
Modic
ND
13
Male
L4-L5
1
0
ND
22
Male
L4-L5
2
0
ND
28
Male
L4-L5
1
0
ND
32
Female
L4-L5
2
0
ND
43
Male
L4-L5
2
0
ND
45
Male
L4-L5
2
0
ND
55
Female
L4-L5
2
0
ND
63
Male
L4-L5
2
0
SD
13
Female
T12-L1
2
0
SD
13
Female
L1-L2
2
0
SD
13
Female
L2-L3
2
0
SD
13
Female
L3-L4
2
0
SD
15
Female
T12-L1
2
0
SD
29
Male
T12-L1
2
0
SD
29
Male
L2-L3
2
0
SD
29
Male
L3-L4
2
0
Abbreviations: ND, normal disc; SD, scoliotic disc.
Demographic Details of the Samples Considered for This Study.Abbreviations: ND, normal disc; SD, scoliotic disc.
Mass Spectrometry Identified More Number of Proteins in Scoliotic
Discs
Tandem mass spectrometric analysis of ND and SD identified a total of 1813
proteins in ND and 2297 proteins in SD (Figure 2). Total proteins were verified
with their peptide sequences using the UNIPROT database, and
uncharacterized/putative proteins were removed (Supplementary File 1). Applying
stringent statistical criteria (cutoff PSM ≥5 and the presence of a protein in
at least 2 [25%] samples) identified a total of 235 proteins in ND and 438 in
the SD group.
Figure 2.
Stacked Venn diagrams showing the total number of proteins at various
levels of stringency. The innermost circle shows total proteins selected
at a high stringency cutoff considered for the entire study. At high
stringency, the normal disc (ND) group has 235 proteins, and the
scoliotic group (SD) group has 438 proteins in total.
Stacked Venn diagrams showing the total number of proteins at various
levels of stringency. The innermost circle shows total proteins selected
at a high stringency cutoff considered for the entire study. At high
stringency, the normal disc (ND) group has 235 proteins, and the
scoliotic group (SD) group has 438 proteins in total.Comparative analysis of proteins revealed that 157 (30.23%) proteins were found
to be common between ND and SD groups (Figure 3). Out of 157 proteins, 35
(22.29%) proteins were core matrisomal proteins, 19 (12.10%) were matrisomal
associated proteins and remaining 103 (65.06%) were comprised of keratins,
immune regulators, proteases and proteins coding for basal metabolisms such as
such keratinization, cornification, homeostasis, protein processing, and
maturation. About 78 (15.31%) proteins were found only in the ND group, and 281
(54.45%) were found only in the SD group.
Figure 3.
Venn diagram showing the number of unique and common proteins identified
in normal disc (ND) and scoliotic disc (SD) groups. There were 157
proteins found common to both the groups with 78 unique in ND and 281
unique in SD groups. The diagram was generated with FunRich, version
3.0. FunRich 3.0 is a stand-alone software used for functional
analysis.
Venn diagram showing the number of unique and common proteins identified
in normal disc (ND) and scoliotic disc (SD) groups. There were 157
proteins found common to both the groups with 78 unique in ND and 281
unique in SD groups. The diagram was generated with FunRich, version
3.0. FunRich 3.0 is a stand-alone software used for functional
analysis.
Scoliotic Disc Proteins Exhibit Significant Alterations in Their Biological
and Molecular Functions
To elucidate the possible mechanisms in ND and SD groups, differential expression
analysis was conducted, revealing 60 proteins to be differentially regulated.
Out of 157 proteins, 51 (32%) proteins were found to be upregulated, and (106)
68% proteins to be downregulated in SD (Figure 4A). About 60 differentially
expressed proteins (DEPs) with log 2 FC ≥ ±1.0 (FC is fold change) were
considered for the analysis (Figure 4B). Altogether, 13 proteins were found with significant
p-value <0.05, as shown in Table 2. The proteins that were
upregulated in SD above 2.0-fold include blood proteins such as ALB, HBB, and
HB1, and complement protein (C3), confirming the regulation of inflammatory
cascades. Proteins such as proteoglycan IV (PRG4), Von Willebrand factor A
domain containing 3B (VWA3B), histone H4 (HIST1H4H), zinc finger protein
(ZNF646), keratin 15, keratin 4 were found to be downregulated for 2.0 fold and
above in SD.
Figure 4.
Characterization of proteins based on their regulation (up and down). (A)
Pie chart describing the contribution of up and downregulated proteins
in terms of fold change (log 2 FC). More proteins were downregulated
(68%) in the scoliotic disc (SD) group when compared against the normal
disc (ND) group, and upregulated proteins contributed to 32% of total
157 common proteins. Pie charts also depict the contribution of
differentially expressed proteins (DEPs) between fold changes (>1.0
and <3.5) in both up- and downregulation. (B) Bar chart showing DEPs
with log 2 FC ≥ ±1.0 (up- and downregulation) in SD when compared with
ND group considered under this study. *Indicates statistical
significance (P < .05), using t
test.
Table 2.
Differentially Expressed Proteins (DEPs) That Are Statistically
Significant With log 2 FC > ±1.0.
Protein name
Gene symbol
Expression in our data, P value
Implication in disease
Hemoglobin beta
HBB
Higher in SD group, .002
Mutations of HBB are associated with beta-thalassemia sickle
cell anemia
Albumin
ALB
Higher in SD group, .045
Blood protein
Serotransferrin
TF
Higher in SD group, .021
Iron binding transport protein
Proteoglycan IV
PRG4
Higher in ND group, .003
Proteoglycan; regulates joint lubrication and synovial
homeostasis
Lumican
LUM
Higher in ND group, .008
Helps in collagen fibril organization
Decorin
DCN
Higher in ND group, .013
Regulates autophagy and inhibits angiogenesis
Prolargin
PRELP
Higher in ND group, .040
Anchors basement membranes to underlying connective
tissue
Cartilage oligomeric matrix protein
COMP
Higher in ND group, .010
Binds matrix proteins and polymerization collagen type II
fibers
Serine protease HTRA1
HTRA1
Higher in ND group, .011
Tumor suppressor
Keratin 2
KRT 2
Higher in ND group, .010
Cytoskeletal protein
Keratin 5
KRT5
Higher in ND group, .020
Cytoskeletal protein
Keratin 6A
KRT6A
Higher in ND group, .026
Cytoskeletal protein
Keratin 14
KRT14
Higher in ND group, .045
Cytoskeletal protein
Abbreviations: FC, fold change; ND, normal disc; SD, scoliotic
disc.
Characterization of proteins based on their regulation (up and down). (A)
Pie chart describing the contribution of up and downregulated proteins
in terms of fold change (log 2 FC). More proteins were downregulated
(68%) in the scoliotic disc (SD) group when compared against the normal
disc (ND) group, and upregulated proteins contributed to 32% of total
157 common proteins. Pie charts also depict the contribution of
differentially expressed proteins (DEPs) between fold changes (>1.0
and <3.5) in both up- and downregulation. (B) Bar chart showing DEPs
with log 2 FC ≥ ±1.0 (up- and downregulation) in SD when compared with
ND group considered under this study. *Indicates statistical
significance (P < .05), using t
test.Differentially Expressed Proteins (DEPs) That Are Statistically
Significant With log 2 FC > ±1.0.Abbreviations: FC, fold change; ND, normal disc; SD, scoliotic
disc.On their functional characterization of the biological process using David
database, the upregulated DEPs in SD group were involved in hydrogen peroxide
catabolic process, cellular oxidant detoxification, response to hypoxia,
positive regulation of reactive oxygen species and complement activation along
with other basal metabolic processes (Figure 5). Whereas, the downregulated
DEPs were involved in positive regulation of NF-κB transcription activity,
negative regulation of endopeptidase activity, and negative regulation of
beta-amyloid activity enunciating normal metabolism involving cell survival,
proliferation, and differentiation.
Figure 5.
Biological process involved in both upregulated (A) and downregulated (B)
differentially expressed proteins (DEPs) in the scoliotic disc (SD)
group, using David database version 6.8 that were significantly enriched
(P < .05). Downregulated proteins in the SD
group were found to be actively involved in the basal metabolic process
such as cartilage development, regulation of translation, cell-cell
adhesion, cytoskeletal organization, collagen catabolic process and
extracellular matrix organization. Upregulated proteins in SD were found
involved in stress-induced inflammatory processes such as response to
hypoxia, cellular oxidant detoxification, hydrogen peroxide catabolic
process and complement activation.
Biological process involved in both upregulated (A) and downregulated (B)
differentially expressed proteins (DEPs) in the scoliotic disc (SD)
group, using David database version 6.8 that were significantly enriched
(P < .05). Downregulated proteins in the SD
group were found to be actively involved in the basal metabolic process
such as cartilage development, regulation of translation, cell-cell
adhesion, cytoskeletal organization, collagen catabolic process and
extracellular matrix organization. Upregulated proteins in SD were found
involved in stress-induced inflammatory processes such as response to
hypoxia, cellular oxidant detoxification, hydrogen peroxide catabolic
process and complement activation.Pathway enrichment analysis using the Reactome pathway browser version 3.6
detected more than 800 pathways with more than 100 pathways having significant
P value (P < .05) (Supplementary File
2). Notable examples, namely, extracellular matrix (ECM) proteoglycans, ECM
organization, integrin cell surface interactions, along with complement cascades
and coagulation cascades involving proteins such as clusterin (CLU), complement
C1S (C1S), complement C3 (C3), fibrinogen, α1-antitrypsin (A1AT), protein C
inhibitor (PCI), and other SERPIN family-related proteins (Figure 6).
Figure 6.
Pathway view created for complement and coagulation cascades using the
KEGG database in ShinyGo version 6.0 with colored boxes indicating
proteins present in our study.
Pathway view created for complement and coagulation cascades using the
KEGG database in ShinyGo version 6.0 with colored boxes indicating
proteins present in our study.
Specific Proteins Expressed in Normal Disc and Scoliotic Disc Differ
Strikingly
Characterization of specific proteins based on gene ontology to understand their
functionality by Panther GO-slim classification tool version 14.0 revealed
interesting events in ND and SD groups, as shown in Figure 7.
Figure 7.
Gene ontological classification of normal disc (ND) and scoliotic disc
(SD) groups derived using Panther GoSlim classification tool version
15.0. (A) Molecular function and (B) protein class to understand the
class and function of unique proteins. Under molecular function, the
majority of proteins were found to be involved in binding and catalytic
activity with varied abundances in each group. Under protein class of ND
group, proteins belonging to cytoskeletal, metabolite interconversion
enzyme, and transporter classes are seen more. But in the SD group, the
majority of proteins are seen grouped under metabolite interconversion,
protein modifying and defense/immunity protein classes.
Proteins involved in molecular functions, namely, catalytic activity (41%),
transporter activity (12%), and structural molecule activity (6%) were found to
be predominant in ND (Figure
7A). Whereas the proteins involved in the above functions were
significantly reduced and proteins involved in regulation activities like
binding (44%) molecular function regulator activity (6%), and transcription
regulation activity (2%) were found to be activated in SD. Under protein class,
cytoskeletal proteins were found to be comparatively decreased in SD (6%), which
was 23% in the ND group; whereas defense-immunity proteins were strikingly
abundant in SD group (8%) in comparison with the ND group (2%) (Figure 7B).Gene ontological classification of normal disc (ND) and scoliotic disc
(SD) groups derived using Panther GoSlim classification tool version
15.0. (A) Molecular function and (B) protein class to understand the
class and function of unique proteins. Under molecular function, the
majority of proteins were found to be involved in binding and catalytic
activity with varied abundances in each group. Under protein class of ND
group, proteins belonging to cytoskeletal, metabolite interconversion
enzyme, and transporter classes are seen more. But in the SD group, the
majority of proteins are seen grouped under metabolite interconversion,
protein modifying and defense/immunity protein classes.Classification based on biological process derived using ShinyGo version 6.0,
reveals unlike events between ND and SD groups. In NDs, most cytoskeletal
proteins are associated with keratinization, cornification, and vesicle-mediated
transport. Other proteins codes for basal metabolism like cell communication,
adhesion, and cell differentiation. In SD group, proteins such as
peroxiredoxin-2 (PRDX2), peroxiredoxin-6 (PRDX6), catalase (CAT),
apolipoprotein-E (APOE), myeloperoxidase (MPO), glutathione S-transferase P1
(GSTP1), hemoglobin A2 (HBA2), hemoglobin subunit delta (HBD), haptoglobin (HP)
that influence redox homeostasis and reactive oxygen species were found to be
shared among significant process responsible for detoxification, and other
catabolic processes such as neutrophil degranulation and neutrophil activation
(Figure 8).
Figure 8.
A hierarchical clustering tree demonstrates the correlation among
significant biological process identified for unique proteins of normal
disc (ND) and scoliotic disc (SD). The biological process with many
shared genes is clustered together. Bigger dots indicate more
significant P value. In the ND group, cornification,
vesicle-mediated transport, action potential, actin filament–based
movement are all enriched. In the SD group, anatomical structure
organization, detoxification, cellular detoxification, hydrogen peroxide
catabolic process, and neutrophil degranulation are enriched.
A hierarchical clustering tree demonstrates the correlation among
significant biological process identified for unique proteins of normal
disc (ND) and scoliotic disc (SD). The biological process with many
shared genes is clustered together. Bigger dots indicate more
significant P value. In the ND group, cornification,
vesicle-mediated transport, action potential, actin filament–based
movement are all enriched. In the SD group, anatomical structure
organization, detoxification, cellular detoxification, hydrogen peroxide
catabolic process, and neutrophil degranulation are enriched.
Discussion
Disc degeneration is a highly researched subject in spinal pathologies. However, huge
knowledge gaps exist with regard to its etiopathogenesis. Disc degeneration is often
diagnosed late when patients present with symptoms. At this time, the irreversible
pathological changes have already occurred, and surgical treatment remains the
mainstay of treatment. Molecular studies on disc degeneration have utilized these
disc samples with advanced degeneration acquired during the surgery. However, the
availability of a disc sample with “no” degeneration or “early” degeneration has
been sparse. This lack of availability of a true biologically inert control for
comparative studies has plagued research on disc degeneration. Few authors have
utilized discs from anterior scoliosis surgeries, fractures of spine, or cadavers as
control discs in their studies. However, the validity of these studies remains
questionable.Scoliotic discs are the most commonly available and frequently used controls. Though
both the scoliotic discs and discs from voluntary organ donors appear normal on MRI,
the results from our study indicate substantial differences between scoliotic discs
and control discs from voluntary organ donors. The differences were noted in terms
of differential expression of common proteins, biological processes, molecular
functions, pathways involved, and the presence or absence of unique proteins. Three
findings were notable: (1) Proteins involved in basal metabolic processes, cellular
functions, and structural proteins were downregulated in the SD group. (2) SD group
had upregulation of inflammation cascade proteins and downregulation of its
regulators. (3) SD group had upregulation of reactive oxygen species (ROS) and
oxidative stress response proteins.
Downregulation of Structural and Repair Proteins in the SD Group
Many proteins that are involved in the maintenance of ECM and cellular process
were downregulated in the SD group. Versican is a major proteoglycan and
component of the ECM along with aggrecan. It is involved in cell adhesion,
proliferation, migration, and plays a central role in ECM maintenance. It also
binds hyaluronic acid and plays a role in cell adhesion.
Other proteoglycans, namely, lumican (LUM), decorin (DCN), and prolargin
(PRELP), along with collagen 1A2, 1A1 were also downregulated in SD group
indicating ECM disorganization.Keratins KRT6A, KRT14, KRT5, and KRT 13A1 were downregulated in the SD group.
Keratins play a role in enhancing mechanical properties by organizing filaments
and also are involved in the wound healing process.[17,18] A-kinase anchor protein
13(AKAP 13A) or Rho guanine nucleotide exchange factor 13 is the guanine
nucleotide exchange factor (GEF) for the RhoA small GTPase protein.[19,20] It
activates Rho, a major regulator of the cell actin cytoskeleton.
Coagulation factor XIII A chain (F13A1) plays a role in stabilizing the
fibrin clot. It also cross-links α-2-plasmin inhibitor, or fibronectin, to the
alpha chains of fibrin. The defects of this gene have been implicated in
bleeding diathesis and impaired wound healing.[22,23] Proteoglycan 4 (PRG4) or
lubricin have a unique role in cell-cell and cell-ECM interactions.
Decreased levels of lubricin have been noted in the synovial fluid of
patients with rheumatoid arthritis and osteoarthritis.
Downregulation of keratins, AKAP 13A, F13A, PRG4, and cytoskeletal
proteins indicates reduced structural integrity in scoliotic discs.Another finding was the downregulation of proteins that are involved in
transcription, translation, and DNA repair in the SD group. Von Willebrand
factor A domain containing 3B (VWA3B) are intracellular proteins that are
thought to function in transcription, DNA repair, ribosomal, and membrane
transport. Von Willebrand factor also acts as a receptor for proteasome-mediated
degradation for ubiquitin-like proteins.[26-28] Eukaryotic initiation
factor 2B (EIF2B) is a GTP exchange factor necessary for protein synthesis.
Stress responses lead to increase protein synthesis during which stress response
proteins are produced, these proteins activate the kinases, which leads to
phosphorylation of the eIF, and this reduces the activity of EIF2B. Mutations in
EIF2B leads to phosphorylation of eIF, which is reported in neurological
diseases such as leukodystrophy with vanishing white matter in the brain (VWM)
and ovarioleukodystrophy.[29,30] Histone H4 (HIST1H4H) is a
core component of nucleosome. Nucleosomes wrap and compact DNA into chromatin,
limiting DNA accessibility to the cellular machinery, which requires DNA as a
template. They play a vital role in transcription regulation, DNA repair, DNA
replication, and chromosomal stability.
Leukocyte cell–derived chemotaxin 2 (LECT2) seems to be related to the
cell cycle or repair process following damage to a variety of cells and
stimulates the growth of chondrocytes and osteoblasts.
Zinc finger protein 646 (ZNF646) also has a possible role in
transcriptional regulation. The downregulation of these proteins indicates a
defective transcription and DNA repair, which could lead to premature cell death.
Upregulation of Inflammatory Cascade Proteins and Downregulation of Its
Regulators in the SD Group
Many proteins of complement cascades and innate immune systems such as complement
C1S (C1S), complement C3 (C3), IGKC, IGHG1, and other SERPIN family–related
proteins were upregulated in SD group. C3 is the chief component of the
complement system and plays a vital role in the innate immune response.
Complement-mediated inflammation is important not only in immunological defense
reactions but also in the clearance of damaged/apoptotic cells.
This process is ensured by an alternate pathway, where tissue damage
activates the complement cascade, and through a constant spontaneous process
known as tick over, C3 complement protein is produced.
Excessive complements have been implicated in inflammaging
and many disorders like autoimmune disorders, Alzheimer’s, disease,
macular degeneration, and Crohn’s disease.
Clusterin (CLU) is an important regulator of complements. CLU prevents
uncontrolled membrane attack complex activity and thus plays a significant role
in controlling terminal complement-mediated damage to host cells and chronic inflammation.
The downregulation of CLU was noted in the SD group. Similarly, SERPING1
or plasma protease inhibitor of C1, was downregulated in SD group. SERPING1
exhibits anti-inflammatory role by inhibition of complement system proteases
(C1r, C1s, mannose-binding protein-associated serine protease 2-MASP2) and the
plasma kallikrein–kinin system proteases.
It also inhibits chymotrypsin.The SERPINE1, Plasminogen activator inhibitor-1 protein, was downregulated in SD
group. It is an inhibitor of serine protease and also plays a vital role in
signal transduction, cell adhesion, and migration.
It also inhibits plasmin-mediated breakdown of the ECM.
In contrast, C-type lectin domain family 3 member A (CLEC3A), which was
upregulated in the SD group, enhances tissue plasminogen activator–mediated
plasminogen activation.
Serine protease 21 (PRSS21) is a member of the trypsin family that
cleaves peptide bonds subsequent to a positively charged amino acid (lysine or arginine).
The presence of proteins involved in the coagulation cascade in SD group
indicates a response to tissue injury. Exposed collagen as a result of injury
could activate coagulation cascades.The coexistence of complement and coagulation cascade mediates innate immunity
with coagulation enzymes activating complement cascades and both functioning as
a proteolytic cascade.
Serine proteinases, along with activators and inhibitors, are majorly
responsible for their interlink between coagulation and complement systems, and
the dysregulation in coagulation or complement activities would, in turn,
activate inflammatory cascades.In biological processes, positive regulation of NF-κB transcription factor was
noted in our study. NF-κB is a transcription factor involved in inflammatory and
immune responses with additional roles in cell survival, proliferation, and
differentiation. NF-κB can stimulate the expression of the immunoglobulin κ
light chain in B cells and play a fundamental role in lymphocyte development and
activation, and it is essential for innate and adaptive immune
responses.[47,48] Neutrophil activation and degranulation were among the
biological processes uniquely found in the SD group. Neutrophils are essential
regulators of an inflammatory response that acts as the first line of defense
mechanism against inflammatory tissue damage either through degranulation or
respiratory bursts.
These above findings indicate a pro-inflammatory state in scoliotic
discs.
Upregulation of Reactive Oxygen Species and Oxidative Stress Response
Proteins in the SD Group
Proteins involved in redox homeostasis like PRDX2, PRDX6, CAT, APOE, MPO, and
GSTP1 were upregulated in SD group. Oxidative stress induces inflammation and
vice versa. PRDX2 is a ubiquitous redox-active intracellular enzyme. Once
released, the extracellular PRDX2 acts as a redox-dependent inflammatory
mediator, triggering macrophages to produce and release tumor necrosis factor–α (TNF-α).
Ye et al,
in their proteomic analysis of normal and degenerated discs, documented
the presence of PRDX2 in degenerated discs and hypothesized an oxidative injury
to have a possible role in disc degeneration. PRDX6, is the only peroxiredoxin
capable of reducing phospholipid hydroperoxides and also plays crucial roles in
lung phospholipid metabolism, lipid peroxidation repair, and inflammatory signaling.
Myeloperoxidase is a potent enzyme with antibacterial activity and is
implicated in autoimmune disorders.
Catalase is a crucial enzyme an plays a role in reducing ROS and
counteracting TNF-α-mediated apoptosis.
Decreased catalase has been associated with ligamentum flavum hypertrophy.
ROS-mediated oxidative injury to NP cells resulting in premature cell
death have been well documented in the literature.[56-58] Rajasekaran et al
also documented the presence of peroxiredoxin, CAT, and MPO in
degenerated discs but not in MRI-normal voluntary organ donor discs.APOE is involved in cholesterol transport protein linked with atherosclerosis,
neurodegenerative disorders like Alzheimer’s disease.
Recently, knock out mice models of APOE have documented a premature
intervertebral disc degeneration.[60,61] GSTP1 is an intracellular
detoxification enzyme that catalyzes the conjugation of many hydrophobic and
electrophilic compounds with reduced glutathione.
GSTP1 also acts as a critical ligand-binding protein with a role in
regulating kinase pathways.
Oxidative stress activates the mitogen-activated protein kinase (MAPK)
signaling pathway and induces apoptosis by a pathway involving c-Jun N-terminal
kinase (JNK) and pro-apoptotic proteins.
GSTP1 interacts directly with JNK and regulates cell death.
These findings reflected in the evaluation of biological processes where
positive regulation of ROS, cellular oxidant detoxification processes were found
to be upregulated in the SD group. The disparity between production and
assimilation of ROS through detoxification causes increased oxidative stress
response in the host leading to inflammation.
The unique presence of oxidative stress response proteins in the SD group
serves as evidence for inflammatory response leading to tissue damage.The above findings indicate that though scoliotic discs were looking “normal” in
MRI, they had many biological processes indicating inflammatory and oxidative
stresses. Also, the decreased proteoglycans, proteins involved in transcription
and DNA repair indicate impaired structural integrity and cellular functions in
scoliotic discs.Stress profilometry studies on scoliotic discs have demonstrated abnormally high
stresses in scoliotic discs on comparison with nonscoliotic control discs.
Moreover, these stresses where asymmetrical, stresses in the concave
annulus were higher than in the convex annulus. These abnormal stresses could
alter the biology of the discs and could have been responsible for our findings.
Brown et al
documented the fragmentation of small leucine-rich proteoglycans (SLRP)
in scoliotic discs and degenerated discs alike, indicating a breakdown of the
ECM in scoliotic discs.
Rajasekaran et al,
in their study using postcontrast MRI, found decreased diffusion and cell
viability in scoliotic discs in comparison to controls. They also noted
calcification, neovascularization, and matrix degeneration in scoliotic discs
providing evidence for tissue injury and early degeneration.Calcification process may lead to impairment of nutrient supply and metabolism of
the disc and promote degeneration. A study by Hristova et al
demonstrated calcification in degenerate discs and scoliotic discs and
postulated that mineralization in scoliosis discs reflect a premature
degenerative process. Osteomodulin, a protein found in abundance in the SD
group, is implicated in the biomineralization processes and functions by binding
of osteoblasts via the alpha(V)beta3-integrin. It has been claimed to be a
biomarker to monitor early changes in subchondral bone metabolism in osteoarthritis.
Significance and Limitation of the Study
Ours is the first study to evaluate the validity of scoliotic discs as controls
for IVD research. Here we establish MRI-normal voluntary organ donors as the
precise controls for IVD research and recommend it for future studies. Our study
also questions the validity of other studies that have employed inappropriate
controls. Additionally, our study identified many downregulated proteins in
scoliotic discs, which play a role in maintaining the structural integrity of
the disc. These proteins can be further probed for their role in the
etiopathogenesis of adolescent idiopathic scoliosis. The limitation of the study
was that no separate analysis of concave versus convex discs was done.
Conclusion
In a first of its kind study, we evaluated the controls used in IVD research for
their preciseness. Our findings indicate that scoliotic discs have an abundance of
inflammatory, immune response, oxidative stress, and antioxidant proteins and are
not biologically inert. Discs from MRI-normal voluntary organ donors are in a state
of homeostasis and are void of pathological processes. Hence, we establish it as the
ideal control for IVD research and recommend its use in future studies. Also, our
study questions the validity of earlier studies that have utilized other
controls.Click here for additional data file.Supplemental Material, sj-xlsx-1-gsj-10.1177_2192568220959038 for Can Scoliotic
Discs Be Controls for Molecular Studies in Intervertebral Disc Research?
Insights From Proteomics by S. Rajasekaran, Chitraa Tangavel, K. S. Sri Vijay
Anand, Dilip Chand Raja Soundararajan, Sharon Miracle Nayagam, R. Sunmathi, M.
Raveendran, Ajoy Prasad Shetty, Rishi Mugesh Kanna and B. T. Pushpa in Global
Spine JournalClick here for additional data file.Supplemental Material, sj-xls-2-gsj-10.1177_2192568220959038 for Can Scoliotic
Discs Be Controls for Molecular Studies in Intervertebral Disc Research?
Insights From Proteomics by S. Rajasekaran, Chitraa Tangavel, K. S. Sri Vijay
Anand, Dilip Chand Raja Soundararajan, Sharon Miracle Nayagam, R. Sunmathi, M.
Raveendran, Ajoy Prasad Shetty, Rishi Mugesh Kanna and B. T. Pushpa in Global
Spine Journal
Authors: T Itoh; Y Hayashi; T Kanamaru; Y Morita; S Suzuki; W Wang; L Zhou; J A Rui; M Yamamoto; Y Kuroda; H Itoh Journal: J Gastroenterol Hepatol Date: 2000-04 Impact factor: 4.029
Authors: A Zillmann; T Luther; I Müller; M Kotzsch; M Spannagl; T Kauke; U Oelschlägel; S Zahler; B Engelmann Journal: Biochem Biophys Res Commun Date: 2001-02-23 Impact factor: 3.575
Authors: Anja Beierfuß; Hermann Dietrich; Christian Kremser; Monika Hunjadi; Andreas Ritsch; Thomas Rülicke; Claudius Thomé; Demissew Shenegelegn Mern Journal: PLoS One Date: 2017-11-03 Impact factor: 3.240
Authors: Yao Liang Wong; Lauren LeBon; Ana M Basso; Kathy L Kohlhaas; Arthur L Nikkel; Holly M Robb; Diana L Donnelly-Roberts; Janani Prakash; Andrew M Swensen; Nimrod D Rubinstein; Swathi Krishnan; Fiona E McAllister; Nicole V Haste; Jonathon J O'Brien; Margaret Roy; Andrea Ireland; Jennifer M Frost; Lei Shi; Stephan Riedmaier; Kathleen Martin; Michael J Dart; Carmela Sidrauski Journal: Elife Date: 2019-01-09 Impact factor: 8.140
Authors: Y M Chan; Q C Yu; J LeBlanc-Straceski; A Christiano; L Pulkkinen; R S Kucherlapati; J Uitto; E Fuchs Journal: J Cell Sci Date: 1994-04 Impact factor: 5.285