Abstract
High myopia (HM) and posterior staphyloma (PS) are major causes of vision loss worldwide.
Genetic and environmental factors, especially light exposure, contribute to myopia. Mutations
in low -density lipoprotein -related receptor type 2, LRP2 cause syndromic myopia, and the
Foxg1-Cre-Lrp2lox/lox mouse is a model for myopia and PS but the involvement of LRP2 in
non-syndromic HM (NSHM) was unknown . We showed that LRP2 levels were decreased in
the vitreous of 25 patients with NSHM and PS, and that in human donor eyes affected by PS,
LRP2 expression was reduced in the neural retina and retinal pigment epithelium (RPE). The
morphologic changes of these RPE wer e similar to those observed in the RPE of the Foxg1 -
Cre-Lrp2lox/lox mouse. In iPSc -derived human RPE cells (iRPE), LRP2 was expressed at a
functional location, and LRP2 silencing by a specific siRNA regulated genes belonging to
pathways involved in eye and ne uronal development, visual perception, tissue remodeling,
hormone metabolism and RPE structure, demonstrating that LRP2 orchestrates in RPE,
functions that are essential for eye growth. Exposure of iRPE to light with LEDs of different
wavelengths upregulated LRP2 expression, with higher efficacy for red light. Conversely, LRP2
expression was downregulated after cortisol exposure. Our findings link LRP2 to myopization
and environmental factors and highlight its role in NSHM and PS in humans. LRP2 appears to
be a viable target for interventional strategies in the treatment of NSHM.
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Introduction
The prevalence of myopia, a refractive error commonly caused by abnormal elongation
of the eyeball, is increasing rapidly worldwide, with the global prevalence expected to exceed
50% by 2050 1. The refractive error can be corrected by optical or surgical means, but high
myopia (HM), greater than 6 diopters, is often associated with sight -threatening retinal
complications, including retinal detachment and maculopathy secondary to posterior
staphyloma (PS), a focal protrusion of the ocular globe with an extreme thinning of the retinal
pigment epithelium (RPE), the choroid, the neural retina, and the sclera 2,3. Intensive research
has led to the development of intervention strategies to reduce myopia progression, including
atropine drops, defocus lenses or light therapy, which have significant but moderate effects4. To
date, there is no method to prevent HM and its blinding complications, which is a major public
health problem5.
Myopia results from a complex interplay between genetic and environmental factors6,7,
the most widely accepted of which is exposure to daylight, to the point where light therapy has
been proposed as a preventive strategy. However, the respective effects of different light
components (such as luminance, spectral composition, temporal modulation) and of circadian
regulations8–10 remain incompletely understood. Several hundreds of genes most of which are
involved in TGF -beta signaling, collagen synthesis and retinal signal transduction have been
associated with myopia 11 and the study of monogenic syndromic myopia can help
understanding of the mechanisms involved in multifactorial myopia. Variants in LRP2 (low-
density lipoprotein receptor -related protein 2), which encodes megalin/LRP2 causes the rare
Donnai-Barrow syndrome, which combines syndromic myopia and PS, hypertelorism, sensory
neuronal loss, partial agenesis of the corpus callosum and proteinuria 12–14. The mouse model
conditionally knockout for Lrp2 in ocular tissues (Foxg1-Cre-Lrp2lox/lox) developed postnatal
myopia and a posterior protrusion of the globe very similar to myopic staphyloma 15.
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Furthermore, conditional mutants in which Lrp2 has been knocked out only in the retinal
pigment epithelium (RPE) also developed myopia and staphyloma 16. In addition, the
transcriptional downregulation of Lrp2 in the RPE during the first three postnatal weeks
promoted rapid eye growth and, high Lrp2 expression in RPE of adult mice ensured that eye
growth stopped at the correct size 17. Taken together, these previous findings highlight the key
role played by LRP2 in RPE -driven regulation of eye growth and in staphyloma formation.
However, the mechanisms involved are still unclear.
LRP2 is a large transmembrane glycoprotein detected at the apical membrane of various
epithelial cells where it participates in clathrin -mediated endocytosis, capturing and releasing
ligands that either undergo degradation in lysosomes or are transported via a transcytosis route
and secreted at the basal pole of the cell 18. It regulates the extracellular concentrations of
molecules, including vitamins and hormones 19,20 and modulates the activity of morphogens
such as sonic hedgehog (SHH) or bone morphogenetic protein 4 (BMP4) during
development21,22. Via endosomes recycling, LRP2 also controls cell shape and planar cell
polarity 23,24. The availability of LRP2 at the cell surface is subjected to regulatory mechanisms,
including the phosphorylation of its cytoplasmic domain, a PKC -regulated metallo-protease
ectodomain shedding followed by the processing of the membrane bound C -terminal by
gamma-secretase that produces a soluble intracellular domain and, exosome secretion 25. In
murine RPE, LRP2 is predominantly located at the apical plasma membrane, where it facilitates
the uptake of albumin or transferrin 19. But the mechanisms by which LRP2 expressed in the
RPE controls eye growth are poorly understood. Whether LRP2 is also involved in NSHM is
unknown.
We set out to investigate the involvement of LRP2 in NSHM in humans. We used human RPE
derived from iPSc to study the transcriptional consequences of LRP2 silencing and the effect
of environmental factors, including light and cortisol exposure, on LRP2 expression.
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Results
Levels of LRP2 are decreased in the vitreous of NSHM eyes with PS
LRP2 levels was evaluated in vitreous samples of high myopic patients with PS who underwent
pars plana vitrectomy for myopic tractional maculopathy, macular hole or epiretinal membrane
and compared to vitreous from emmetropic patients operated for epiretinal membrane or for
intraocular lens luxation. These measurements were carried out on a Japanese population and
on a European Caucasian population by two independent research groups and two different
analysis methods.
A proteomic analysis was performed on the vitreous from 15 NSHM Japanese patients
compared to 10 controls . Table 1 recapitulates the demographic characteristics and surgical
indications. Axial length in the HM group was 29.33±1.94mm and all patients had posterior
staphyloma. Proteomic analysis of the vitreous performed by label -free quantitative liquid
chromatography-tandem mass spectrometry identified 332 proteins (Data File S1) of which
were 73 differentially expressed proteins (DEPs), including LRP2 (fold change = 0.5; p = 0.016)
(Fig. 1A; Table 2). The top up-regulated DEPs included apolipoprotein D, transforming growth
factor-beta-induced ig-H3 (TGFBI), complement factor D and thrombospondin-4. On the other
hand, versican core protein, S -arrestin, collagen IX alpha-2 chain, LRP2, and retinol-binding
protein 3 (IRBP) were reduced. The most significant biological processes associated with
downregulated proteins were linked to nervous system development and negative regulation of
proteolysis (fig. S1). Molecular functions related to the significantly regulated proteins included
reduced low-density lipoprotein binding, calcium ion binding, and chaperone binding, whereas
serine-type endopeptidase inhibitor activity and integrin binding were elevated (fig. S1). The
down-regulated proteins were predominantly located in the extracellular region and
extracellular space, while up-regulated proteins were mostly linked to extracellular matrix (fig.
S1). Abnormal retinal morphology, myopia, and retinal detachment were the most significant
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phenotypes associated with the differentially expressed proteins (Fig. 1B). The most significant
connected protein cluster contained 14 proteins, including LRP2 and its ligands clusterin (CLU)
and APOE (Fig. 1C and fig. S2A), which were enriched in neurodegenerative disorders (Gene
Ontology Disease, fig. S2B).
In the European Caucasian group of patients, 10 HM patients and 13 emmetropic patients were
included. Table 1 recapitulates the demographic characteristics and surgical indication. In the
HM group, axial length was 29.67±2 mm and all eyes had posterior staphyloma. LRP2 was
measured by enzyme -linked immunosorbent assay (ELISA) analysis on vitreous samples .
LRP2 levels and LRP2/protein were significantly lower in HM eyes (0.8 ± 0.36 ng/ml and
0.41±0.21) than in emmetropic eyes (1.7 ± 1.1 ng/ml and 0.75±0.49) (p=0.01 and 0.02
respectively) (ig. 1D).
Pathological features of high myopic human eyes with posterior staphyloma
Two highly myopic post-mortem eyes, with axial lengths of 32 mm and 31 mm for the right
and left eye, and a posterior staphyloma, were studied. The pre-mortem spectral domain optical
coherence tomography (SD-OCT) images of the right pseudophakic HM eye revealed posterior
incurvation of the PS with thinning of the retina and the choroid (Fig. 2, A andB, black arrows),
complicated by myopic tractional maculopathy (MTM) with foveoschisis ( Fig. 2, A and B;
stars and white stars). The SD -OCT images of the left eye were of low quality due to c orneal
opacification. On the post-mortem enucleated donor eyeball, the PS with scleral thinning was
clearly visible (Fig. 2C). Peripapillary atrophy was visible on macroscopic pictures of the open
eyeball (Fig. 2, D and E), and the PS was located temporal to the fovea (Fig. 2, D and E; black
arrow). A cross-section at the level of the PS ( Fig. 2G) showed disorganization of the retinal
layers and cysts (arrows) and extreme retinal thinning at the bottom of the PS (Fig. 2G; double
arrow) compared to emmetropic retina ( Fig. 2F). RPE cells outside the PS showed clear
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disorganization (Fig. 2, H to J), with mislocalization of melanosomes and aggregations of
pigments. More precise cellular disorders were characterized using markers of different cell
types on immunohistochemistry of emmetropic and HM human retina cryosections (Fig. 3). In
the control retina, glial Müller cells (RMG) identified by glutamine synthetase expression (GS)
extended their processes from the inner limiting membrane (ILM) to the outer limiting
membrane (OLM) (Fig. 3, A and B). In the HM retina, RMG processes were disorganized and
lost their alignments within the thinned layers (Fig. 3C). The RMG processes organized around
cysts (Fig. 3D) and invaded the bottom of the PS that was covered by RMG cells ( Fig. 3E).
The neuronal-specific marker, tubulin beta 3, labeled the nerv e fiber layer, the ganglion cells
(RGC) and their extensions, and amacrine cells ( Fig. 3, F and G). In the HM retina, a severe
thinning of the nerve fiber layer (Fig. 3H) was observed together with a reduction of RGC (Fig.
3, H and I). Blue and green cones (Fig. 3, J and K), labeled by opsins, showed significant
disorganization in HM retina with greater loss of blue cones ( Fig. 3, L and M). Finally, the
astrocytic-specific marker GFAP, which stains astrocytes and the end feet of RMG cells in the
emmetropic retina (Fig. 3, N and O), showed a dense layer at the surface of HM retina, which
could correspond to the vitreoretinal traction al membrane seen on SD-OCT (Fig. 2, A and B)
but the RMG invading the posterior staphyloma did not express GFAP. The retina of the HM
eye exhibited loss of ganglion cells and cones, as well as thinning of all retinal layers, and cystic
degeneration accompanied by glial Müller cells disorganization . Extreme degeneration was
present in the PS area which was filled by glial Müller cells.
Decreased LRP2 in human HM with PS retina is associated with severe RPE
disorganization similar to Foxg1-Cre-Lrp2lox/lox mouse RPE
In emmetropic human neural retina, LRP2 was expressed in RMG cells, co -localized with GS
(Fig. 4, A and B). In the HM neural retina, significant disorganization of the retinal layers was
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evident at the margin of the staphyloma, where glial Müller cells spanning through layers and
the subretinal space expressed low levels of LRP2 ( Fig. 4, C and D). In the RPE cells, LRP2
expression was decreased in the HM compared to the emmetropic eye, as seen in both
transversal sections from left eye ( Fig.e 4E) and flat-mounts of the right eye ( Fig. 4, F to H).
In emmetropic RPE, LRP2 was located at the apical membrane and in vesicles ( Fig. 4E;
arrowhead), but also showed diffuse labeling underneath the Bruch membrane (BM), in the
most inner part of the choroid where it stained the pillars of the chor iocapillaris (Fig. 4E). In
RPE flat -mounts of the emmetropic control eye, LRP2 was localized in punctiform sub -
membrane clusters at the apical and lateral borders of the RPE cells ( Fig. 4, F and G), at the
cell membrane (Fig. 4G), and in clathrin-positive vesicles (Fig. 4H). On transversal sections of
HM RPE cells (Fig. 4I), LRP2 was faintly detected (Fig. 4, J to L), at the cell membrane (Fig.
4K) and in very few clathrin -positive vesicles ( Fig. 4L) with staining of LRP2 aggregated at
the apical side ( Fig. 4I; arrowhead) without any signal underneath BM ( Fig. 4I). Along with
LRP2 reduction, a parallel reduction in clathrin -positive vesicles ( Fig. 4L) was observed. In
HM eyes with PS, LRP2 was thus decreased not only in the vitreous but also in retina and RPE.
RPE morphology was characterized by phalloidin staining that labels actin cytoskeleton . As
opposed to the regular arrangement of RPE cells in emmetropic human eye ( Fig. 5A), in HM
eye, RPE displayed irregular organization, cell size dispersity (Fig. 5B) and doubling or breaks
of the cell junctions (Fig. 5, C and D). At the bottom of the staphyloma, the extreme thinning
and eye incurvation did not allow for RPE flat mounting.
The RPE from Foxg1-Cre-Lrp2lox/lox mouse was studied to explore the impact of suppressed
LRP2 expression on the RPE morphology. As opposed to control WT mice ( Fig. 5, E to F),
that showed the regular octagonal RPE cell surrounded by eight regular hexagonal cells, the
transgenic mouse displayed irregularly arranged RPE with dramatic changes in cellular size and
shape mostly posterior to the equator (Fig. 5, H and I). Membrane ZO-1 staining tight junction
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was lost and replaced by diffuse cytoplasmic staining ( Fig. 5J) . At the periphery, areas with
normal-sized RPE cells showed actin stress fibers (Fig. 5J). Automatic quantification (Fig. 5K)
revealed that RPE cell size increased in the middle and peripheral retina (Fig. 5, L and M) and
that cell density decreased mostly posterior to the equator (Fig. 5N).
The RPE from individuals with HM and PS, which exhibit a marked decrease in LRP2
expression, displayed morphological changes analogous to those observed in Lrp2 invalidated
mice.
Transcriptional consequences of LRP2 silencing in iRPE cells.
To decipher the consequence of LRP2 downregulation in RPE cells and its potential link with
myopia and PS, we used RNA interference to silence LRP2 mRNA in iRPE cells (shLRP2
iRPE). We first evaluated the ability of differentiated iRPE to express LRP2 and other
endocytosis markers. LRP2 was localized at the cell membrane from the apical to the
basolateral side and in subapical vesicles ( Fig. 6A), co-localizing at the apical pole with the
receptor-mediated endocytic protein clathrin ( Fig. 6B), partially with the early endocytic
marker EEA1, ( Fig. 6C) and with LAMP1, a membrane protein principally located in
lysosomes (Fig. 6D). LRP2 being expressed in an appropriate spatial and functional location,
iRPE cells were used to study the molecular consequences of LRP2 down-regulation.
Bulk transcriptomes showed that shLRP2 specifically and efficiently reduced LRP2 mRNA
expression by 40% after 48 hours, which was confirmed by quantitative PCR (Fig. 7A) and by
western blot ( Fig. 7B). Principal component analysis (PCA) showed the overall variation
among samples, with a clear separation in the first three components between shLRP2 and
scramble iRPE (fig. S3). We identified 118 differentially expressed transcripts between shLRP2
iRPE and scramble iRPE, including 75 down -regulated and 42 up -regulated transcripts, as
shown in V olcano maps (Fig. 7, C and D; Data File S2). A list of differentially expressed genes
(DEGs) along with their fold change and additional information about their roles in eye
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physiology, is provided in Table 3 and Table 4. As expected, LRP2 was one of the most down-
regulated genes by adjusted p -value. Along with LRP2, we identified several other RPE -
specific apical membrane DEGs that were downregulated in shLRP2 iRPE, whilst upregulated
DEGs were involved in the control of the circadian clock, cell cycle and in the regulation of
TGF beta activity. The results of the KEGG enrichment analysis demonstrated that DEGs were
mainly enriched in "retinol metabolism" (downregulation) and in "ECM receptor interaction"
(upregulation) ( fig. S4A and Data File S3). The GO -based enrichment analysis performed
under the three categories: Biological Processes (BP), Cellular Components (CC), and
Molecular Functions (MF) (fig. S4, B to D show the topmost enriched GO terms; Table S3 has
the complete list) identified the downregulation of genes related to molecular transmembrane
transporter activity, fat soluble vitamin metabolic process (related to retinoic acid and vitamin
D), ion homeostasis (Fig. 7E; fig. S4, B and D) and apical and basal plasma membranes ( fig.
S4C and fig. S5A). The upregulated DEGs were enriched in GO terms related to extracellular
matrix and cytoskeleton arrangement ( fig. S4, C and D). Using reactome pathways analysis
(Table S3); the top downregulated proteins included the canonical retinoid cycle in vision and
solute carrier-mediated transmembrane transport ( fig. S4E), while the top upregulated DEGs
included kinesins, collagen biosynthesis and modifying enzymes (fig. S4C). Human phenotype
ontology (HPO) enrichment analysis ( Data File S3) identified chorioretinal atrophy, RPE
atrophy, and progressive night blindness ( fig. S4F). When performing an enrichment analysis
with LRP2 as a common factor ( Data File S4), enriched GO terms were related to the apical
plasma membrane, solute transmembrane transporters, fat soluble vitamin metabolic processes,
sensory perception, and steroid metabolic processes (Fig. 7F). Upregulated enriched GO terms
were related to the cytoskeleton and collagen -containing extracellular matrix ( Data File S4).
Reactome pathway analysis identified three downregulated pathways: visual phototransduction,
metabolism of steroids, and sensory perception (Fig. 7G). Table 5 recapitulates selected gene
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sets associated with LRP2 reduction in iRPE cells and their potential link with myopia and PS
development.
Light and cortisol regulate LRP2 expression in human iRPE cells
Light and circadian rhythms are major environmental factors associated with the incidence
and the progression of myopia 26 and cortisol secretion which is under circadian regulation is
modulated by light exposure 27. We assessed the exposure of iRPE cells to an LED lighting
system emitting red [631nm], blue [454nm], and hot white [3300°K] light at a dose of 0.3 J/cm²,
which was previously shown to be safe for the iRPE28. After 0.5 and 2 hours of exposure to any
of these LEDs, the expression of LRP2 mRNA increased significantly (2.00 ± 0.16, p = 0.0059
and 1.70 ± 0.08, p = 0.0132) and transiently, returning to baseline at 10 hours (1.02 ± 0.18, p =
0.9791) (Fig. 8A). Exposure to red light was the most effective at increasing LRP2 mRNA at
0.5 and 2 hours (2.08 ± 0.14, p = 0.0286 and 1.83 ± 0.06, p = 0.0286) ( Fig. 8A). On
immunohistochemistry, two hours after illumination, we observed a parallel increase in LRP2
and the early endosome-associated protein 1 (EEA1) in iRPE cells (Fig. 8B).
Having previously demonstrated that the glucocorticoid receptors NR3C1 (GR) and the
mineralocorticoid receptor NR3C2 (MR) are both expressed and functional in the iRPE cells
used in this study29, we evaluated the effect of cortisol on LRP2 expression. Exposure of iRPE
cells to 100nM cortisol led to a significant decrease in LRP2 mRNA expression after 24 hours
(1.00 ± 0.04 vs. 0.67 ± 0.07; p = 0.0152*<0.05) (Fig. 8C).
Both light exposure and cortisol regulate the expression of LRP2 in iRPE cells but in
opposite manner, suggesting that LRP2 could be one of the molecular links between
environmental factors and HM development.
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Discussion
Convergent results from various experimental models have previously identified LRP2
as an important player in eye growth and in staphyloma. Both the Lrp2-cKO mouse and
the conditional mouse with specific knock out of Lrp2 in RPE developed myopia and
staphyloma 15,16. Of note, the latter models are the only myopia models that develop
staphyloma, showing the important role of LRP2 expressed in the RPE in its
development. In humans, biallelic pathogenic variants in LRP2 cause the Donnai-Barrow
syndrome characterized among others signs by high grade syndromic myopia and PS 14. In
these patients LRP2 is either absent or nonfunctional30,31 indicating that LRP2 is important
in human eye pathophysiology. We here show that reduced levels of LRP2 in the vitreous,
retina and RPE cells are associated with NSHM, supporting the hypothesis that LRP2 is
also involved in NSHM associated with PS in humans. The exact roles of LRP2 in human
retina physiology and its mechanisms of action on eye growth are not fully elucidated.
Nevertheless, it is likely that any changes in LRP2 synthesis, recycling and/or subcellular
distribution could alter its functions. Indeed, studies in the renal proximal convoluted
tubule, the major site of LRP2 expression in the adult, show that in its membrane bound
form LRP2 acts as major endocytic receptor whereas processed by regulated
intramembrane cleavage, the LRP2 C -terminal fragment would enter the nucleus to
regulate gene expression 32. Extracellular cleaved LRP2 fragment is thought to act as a
soluble decoy receptor that may bind ligands and alter their bioavailability 18,33.
The present data suggest that both the membrane bound and the extracellular form of
LRP2 are decreased in the myopic eyes. The reduction of soluble LRP2 in the vitreous,
shown by two different biochemical methods, performed by two independent groups in
two different populations together with reduced LRP2 observed in the retina and RPE
suggests that the reduction of LRP2 result s from a decrease in transcription and / or
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translation. Although s oluble LRP2 has been previously measured in human vitreous
proteome 34 its origin is unknown. In renal cells, a soluble form of LRP2 has been
detected, resulting either from the secretion of an isoform lacking the cytoplasmic
domain or from a two steps cleavage by -secretase for intramembrane cleavage and by
metalloproteases for the extracellular cleavage 35. The detection of LRP2 in the vitreous
and the plasma membrane/endocytic apparatus of retinal cells in both control and myopic
subjects may suggest that extracellular LRP2 cleavage commonly occurs in the ocular
tissues. Interestingly, transthyretin , that indirectly influences the cleavage of LRP2 by γ-
secretase by modulating its interaction with the receptor , was shown to be misfolded and
dyfunctional in case of myopic macular pathologies 36. The exact functions of the soluble
form of LRP2 still remain to be understood . It could act as a ligand trap, masking or
enhancing signaling pathway such as that of SHH37 or BMP422 that was associated with HM
genetic studies 38. Indeed, excessive levels of soluble LRP2 induced by a CRISPR/Cas9
approach were associated with buphthalmia in the zebrafish 39. The authors suggested that
defective ligand endocytosis resulting from a lack or excess of LRP2 resulted in the same
eye enlargement, but further studies are necessary to identify the underlying mechanism.
At the cellular level , LRP2 was expressed mostly in the apical and basal extremities of
glial Müller cells in the human retina . Recently, LRP2 was shown to be expressed in
brain atsrocytes and microgli a, differentially regulated by inflammatory signals and
involved in amyloid beta endocytosis activity 40. In the RPE, LRP2 was located at the
apical membrane and in vesicles following a decreasing gradient along the apico -basal
axis, ensuring transport between the subretinal space and the choroid as previously
suggested 17. We also identified LRP2 signal at the basal side underneath RPE in the
normal human retina, where it could bind to clusterin and apolipoproteins and
metalloproteases, abundant in the Bruch membrane in humans 41. LRP2 expressed at the
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baso-lateral could contribute to the regulation of nutrient diffusion and waste disposal
between the RPE and blood 41, eye homeostasis and eye growth 17,42. In NSHM RPE
LRP2 expression was reduced along the endocytic apparatus suggesting defective LRP2 -
dependent endocytosis. LRP2 is considered as a suppressor of the eye size; the exact
mechanism is not clear but reduced endocytosis and recycling of LRP2 and LRP2-ligand
complexes is likely to cause a less -efficient LRP2 -mediated regulation of eye growth.
Reduced LRP2 -ligand endocytosis by RPE cells would eventually result in an excess of
these ligands in the milieu. We did not observe any upregulation of trans thyretin, LRP2
ligand previously involved in HM 36,43, although the levels of clusterin were slightly
increased . On the contrary RBP4, another LRP2 ligand was upregulated (>1.5 fold)
suggesting a dynamic regulat ion of these proteins in the vitreous.
To further investigate the relationship between myopia, SP, and LRP2 expression in RPE
cells, we analyzed the transcriptomic changes induced by partial knockdown of LRP2.
Our study also shows that LRP2 depletion in the RPE may lead to a coordinated
modulat ion of sensory perception and phototransduction with that of hormone and
steroid metabolism and with tissue remodeling. T he decrease in transcripts of enzymes
related to retinoid homeostasis (RPE65, retinal dehydrogenase 5 or 11) may explain the
decrease in visual cycle integrity and the retinal degeneration , observed in humans and
in animal models null for Lrp244. In addition to the differentially apically expressed
solute transporters, we found numerous genes involved in maintaining the epithelial
apical scaffold, such as occluding (OCLN) or myosin VIIA (MYO7A). Both in the
Foxg1-Cre-Lrp2lox/lox mouse eye and in human eyes with PS, RPE cell structure and
polarity were severely altered, which could be a consequence of ocular elongation, but
also an early and possibly LRP2 -driven event, as shown in form -deprived myopia in
chicks. In the latter, an increa se in the su rface area of individual RPE cells compensated
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for the expanded vitreous chamber 45. Similarly, in the Foxg1-Cre-Lrp2lox/lox mouse, we
showed in previous studies that the total surface area of the RPE layer was expanded
without RPE proliferation or cell death 15,46. We observed that LRP2 deficiency leads to
a severe reduction in clathrin -mediated endocytosis vesicles in humans and in iRPE cells ,
together with a reduction in EEA1 and LAMP1 vesicles. We could thus speculate that
the loss of LRP2 in RPE cells could induce cell surface enlargement through failure of
apical membrane removal. As a result of surface expansion, especially posterior to the
equator, the RPE would then produce more Bruch's membrane, which is consistent with
morphometric changes of Bruch's memb rane in the development of myopia in humans 47.
However, further studies are required to better understand the mechanisms linking LRP2
expression in RPE cells and Müller glial cells to the development of myopia and PS .
The causes of LRP2 downregulation in myopic eyes is most probably multifactorial and
could result from tissue scale mechanical stresses 48 occurring during excessive eye
growth, from genetic or epigenetic predispositions, from local inflammatory
microenvironment 49,50, from hormonal factors and, from environmental stimuli such as
lighting conditions. LRP2 expression is tightly regulated and its reduction in epithelial
cells has been associated in different fibrosis pathologies. Further, this inhibition of
transcription is caused by the canonical TGF -beta1/SMAD2 -SMAD3 pathway 51. Among
the factors that positively control LRP2 are retinoic acid 52, vitamin D 52, and alpha and
gamma peroxisome proliferator -activated receptors 53. Interestingly, our results show that
LRP2 expression is upregulated in iRPE by light exposure, which can be explained by
the presence of melanopsin (Opn4) 54,55 and other non -visual opsins like neuropsin
(Opn5) 56 or peropsin 57 in RPE cells. LRP2 up-regulation by light, is in line with
epidemiological data showing that light exposure is a robust environmental stimulus in
the prevention of myopia 58. Our experiments indicated that exposure to red light seemed
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to up -regulate LRP2 more efficiently than blue or white light, in line with intervention
studies in children showing reduced myopia progression by red light therapy 59. An
indirect mechanism of action of light could be the circadian regulation of cortisol that is
sensitive to the wavelength composition of environmental lighting 27. Interestingly,
cortisol downregulated the expression of LRP2 in iRPE cells an d in a Chinese
population, higher levels of cortisone, corticosterone and aldosterone were recently
measured in aqueous humor of myopic eyes 60, suggesting a link between myopia and
ocular metabolism of corticoids. In a model of negative lens induced myopia in guinea
pigs, hydrocortisone enhanced the axial elongation, the myopic shift and scleral thinning
but had the reverse effect during physiol ogic emetropization 61, demonstrating the
potential differential effects of corticoids in emmetropization process and in pathologic
myopia. The complex links between light, circadian rhythm, corticoids , LRP2 myopia
require further investigations but our results tend to indicate that LRP2 could be a
molecular link between light, circadian regulations and NSHM.
This study is subject to certain limitations, including the relatively small number
of human eyes with PS that were available for analysis due to the rarity of such fresh
mortem eyes in biobanks. However, the observation that LRP2 was not only reduced in
the retina but also in the vitreous lends further support to our findings. The number of
vitreous samples is also limited; however, this study has examined a substantial number
of vitreous samples from HM patients with PS, and the findings have been validat ed by
the reproducibility of the results by two independent groups in two distinct patient
populations. Subsequent studies should aim to specifically analyze the relationship
between LRP2 in the vitreous, axial length, and PS, and to characterize the solub le LRP2
form.
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In conclusion , our study demonstrates that in human eyes with NSHM associated
with PS, which is the more severe form of myopia, LRP2 is decreased both in the vitreous
and in the RPE. In human RPE cells, LRP2 expression is regulated by light, which is the
environmental factor the most associated with myopia. Finally, the silencing of LRP2 in
human RPE cells regulated the expression genes involved in myopia development. LRP2
appears as a potential interventional target in the prevention of NSHM and its blinding
complication s.
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Materials and methods
Ethics - Patients recruitment
A total of 25 patients with NSHM and 23 patients with emmetropic eyes, for which vitrectomy
was scheduled for macular surgery or for intraocular lens luxation were recruited in the study.
There were 25 Asian Japanese patients and 23 Caucasian European patients. Undiluted vitreous
humor samples from eyes with NSHM complicated by staphyloma (n=15) and from
emmetropic control eyes (n=10) were obtained for mass spectrometry analysis at Kyoto
Prefectural University of Medicine, Japan (Table 1). The study was con ducted in compliance
with the Institutional Review Board of Kyoto Prefectural University of Medicine which
approved the study (permission RBMR-C-864-6). Informed written consent was obtained from
all patients. Undiluted vitreous humor samples from eyes with NSHM and PS (n=10) and from
emmetropic control eyes (n=10) were collected for ELISA analysis at Ophtalmopole, Paris,
France and at Hospital Puerta de Hierro, Albacete, Spain ( Table 1). In France and Spain,
vitreous samples are considered as surgical wast e and can be used for research purposes if
patients have expressed no opposition according to French and Spanish law. Agreement was
obtained for all patients. Storage and analysis were. authorized in France by CPP Ile de France
1 (N°2016 -14390) and the use of patient’s information got the authorization number CNIL
2233436. All samples were stored at -80°C until preparation was initiated.
Sample Preparation for Mass Spectrometry
Protein concentrations were measured on undiluted vitreous samples with an infrared
spectrometer (Direct Detect, Darmstadt, Germany) and samples were prepared for analysis
using the S-Trap Micro spin column digestion protocol from ProtiFi (Huntington, NY , USA) as
described in detail62 . Analysis was performed on an Orbitrap Fusion Tribrid mass spectrometer
coupled to a Dionex UltiMate 3000 RSLC nano system (Thermo Fisher Scientific Instruments,
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Waltham, MA, USA). All details are described in the Supplemental section of materials and
methods.
Enzyme-Linked Immunosorbent Assay (ELISA) protein quantification of LRP2
LRP2 concentration was determined by ELISA (Creative Diagnostics, DEIA -FN834, NY).
Briefly, microtiter plates were coated with 1μg polyclonal antibody specific for human LRP2.
Undiluted 100 µl of aqueous or vitreous humor sample was added to the plates. Th e presence
of LRP2 was revealed by incubation with the same antibody labeled with biotin. The intensity
of this colored product is directly proportional to the concentration of LRP2 present in the
samples and was measured immediately by absorbance at 450 nm. The Student's t-test was used
for statistical analysis of the ELISA data. Differences and correlations were considered
statistically significant if P <0.05. Two-way scatter plots based on ELISA data with prediction
from a linear regression were created in STATA 16.0.
Eye samples
Four donor eyes were obtained by Lion's Gift of Sight (Saint Paul, Minnesota, USA), which
operates under the rules of the Food and Drug US Administration and the Eye Bank Association
of America. Donor consent was obtained, and the next of kin received no compensation or
financial gain from the donation. Samples were collected less than 10 hours after death and
fixed in 4% paraformaldehyde (PFA) in PBS for 24 hours. Importation into France was carried
out in accordance with regulations applicable to the transfer of human tissues with authorization
N° IE-2022-2285 from the French ministry of research. Two male donor eyes with moderate
cataract and refraction of -0.75 (+0.75)5° in the right eye and -0.50 (+1) 170° in the left eye
were used as emmetropic control eye. The donor aged 88 male no remarkable medical history
and no known ocular diseases and died due to small bowel obstruction. The postmortem time
before enucleation and fixation was 6 hours.
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Both HM eyes from a 89 male donor were analyzed. Medical history reported hypertension and
arthritis, the cause of death was pulmonary edema and postmortem time was 8 hours. Both eyes
were pseudophakic and showed macular staphyloma, vitreomacular traction and degenerative
macular schisis. Pre mortem examination of the left eye was impaired by corneal opacification
secondary to corneal surgery for keratoconus. Eyes were fixed in 4% paraformaldehyde
overnight, rinsed and preserved in 1% paraformaldehyde at 4° c. Eyes were then dissected to
remove the cornea and the anterior segment. The posterior segment was included in Optimal
cutting temperature compound and 10µm cryosections were prepared. For flat-mounting, after
removing the cornea and lens, the remaining posterior segment of the eye was flat-mounted and
dissected to remove the neural retina. The posterior segment was cut into 4 quarters and the
RPE/choroid was separated from the sclera after section of the vortex veins.
Immunostaining of human tissues
Sclera-choroidal-RPE complexes were incubated for 1 hour in a solution (phosphate -buffered
saline (PBS) 0.1M, 10% Normal goat serum, 0.01% triton X100) at room temperature. Then,
tissues were incubated with the primary antibodies at appropriate dilution (Ta ble 6) and
phalloidin-rhodamine (1:200, Thermo Fisher Scientific, France) in a buffer solution (PBS 0.1M,
5% Normal donkey serum, 0.01% triton X100) during 5 days at 4°C under gentle agitation.
After 6 X 30 min consecutive washings with 0.1M PBS / 0.01% tr iton X100, tissues were
incubated for 3 hours at room temperature with the adequate secondary antibodies diluted at
1:1000. After 4 X 30min successive washings, tissues were flat mounted using Dako Omnis
Fluorescence Mounting Medium (Agilent, Les Ulis, France). Similar protocol was applied for
immunostaining on transversal cryosections, with overnight (4°C) incubation for the primary
antibody and 1 hour (at room temperature) for secondary antibody incubation. Images were
acquired using a fluorescence microscope (model Olympus BX51, Olympus, Rungis, France)
or a confocal microscope (model Zeiss LSM710, Zeiss, Rueil Malmaison, France).
iRPE cell culture and differentiation
A human-induced pluripotent stem cells (hiPSC) cell line, obtained from fibroblasts of a healthy
donor was used as previously described 29. The hiPSC were expanded and differentiated in to
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22
hiPSC-derived RPE (iRPE) cells using a differentiation protocol 29. All details of cell culture
and maintenance are described in the Supplemental section of materials and methods.
At passage 3, iRPE cells were seeded in Transwells (0.4 μm pore polyester membrane inserts,
Corning, CLS3450 and CLS3460) coated with Matrigel® red phenol -free matrix (Corning,
356231) in a serum- and antibiotic-free retinal Retinal Differentiation Medium (Supplemental
section of materials and methods). All cultures were maintained in an incubator at 37 °C, 5%
CO2. The trans-epithelial resistance (TER) was measured (Supplemental section of materials
and methods), and cells were used between the sixth and th e tenth week of culture, once the
trans-epithelial resistance reached physiological levels (> 100 Ω/cm2).
RNA silencing
Briefly, for each transfection, 6µl of triplex siRNA, a pool of 3 target-specific 19-25 nucleotides
siLRP2 (Santa Cruz, sc -40103) or scrambled siRNA (Santa Cruz, sc -37007) or fluorescein -
conjugated control siRNA (Santa Cruz, sc-36869) were diluted in 100µl of siRNA transfection
medium (Santa Cruz, sc-36868,). This solution was mixed v/v with a diluted solution of siRNA
transfection reagent (Santa Cruz, sc-29528). The siRNA mixture was added to the apical surface
of Transwell -coated iRPEs for 6 hours. Withou t removing the siRNA mixture, serum -
concentrated medium (2X) was added for 18 h incubation. After incubation, the cells were
placed in fresh medium for 24 hours. The cells were then collected for protein and RNA
extraction.
RNA sequencing
Raw data quality was assessed using FastQC. Low-quality sequences and adapters were pruned
or removed using Dragen with default settings to retain high-quality matched reads. Illumina's
DRAGEN Bio-IT platform (v3.10.4) was used for mapping to the hg38 reference genome and
quantification using the Gencode v37 annotation GTF file. Library orientation, composition
and transcript coverage were checked using Picard tools. Subsequent analyses were performed
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using R software. Data normalization was performed using the DESeq2 (v1.26.0) Bioconductor
software package, followed by differential expression analysis using the DESeq2 workflow.
Adjusted p -values for multiple hypotheses were calculated using the Benjami ni-Hochberg
procedure to control the false discovery rate (FDR). Finally, an enrichment analysis was
performed using the R clusterProfiler (v3.14.3) package for Gene Set Enrichment Analysis
(GSEA) on gene sets from the C5 ontology, comprising GO (Gene Onto logy) grouping
biological processes, cellular components and molecular functions and HPO (Human
Phenotype Ontology), and the KEGG and REACTOME databases.
Light exposure
Cells were exposed to red (630 nm, Qasim1xQA -SL0001-EU), blue (454 nm, Joyland,
D50SWD-B), or white (3300 K, Lepro4100067-WW-EU-NF-a) LEDs in a 37°C incubator with
5% CO2. The specificities of each light source (CT, peak of emission, integrated irradiance)
were measured using a spectroradiometer (Kanonica Minolta CL70 F CR I). Cells were exposed
to a white, blue and red LED for 820s, 1000s and 900s respectively, to match ambient light
exposure. These exposure times correspond to a dose of 0.3J/cm2 (calculat ed as the energy of
the integrated spectrum multiplied by the exposure time). Cells were illuminated for 5 days,
and mRNA collected at 3 post -illumination times: 30 minutes, 2 hours and 10 hours. TER
measurements were taken during the blue -light illumination protocol to assess cell integrity
during the experiment.
Corticosteroid treatment of iRPE cells
Cells were seeded at P3 in cell culture plastic dishes. On day 35, one week prior to corticosteroid
treatment, retinal differentiation medium was removed and iRPE cells were incubated in
experimental corticosteroid -free medium (DMEM, high glucose, HEPES, no phenol red
(Thermo Fisher Scie ntific,); 10% fetal bovine serum, charcoal stripped (Thermo Fisher
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Scientific)). On day 42, iRPE cells were treated for 24 h with cortisol 10−7 M. As cortisol was
dissolved in ethanol (EtOH), control cells were treated with 0.1% EtOH in medium
Quantitative RT-qPCR
Total RNA was isolated using commercially available kits according to the manufacturer's
instructions (RNeasy Mini, Qiagen) and measured (Nanodrop, Peqlab). One g was used in a
reverse transcription reaction (SuperScript First strand synthesis, ThermoFisher). Quantitative
PCR was performed using Master Mix PCR Power SYBR ™ Green (4367659, Applied
Biosystems). Quantitative polymerase chain reaction (PCR) was performed on a 7500 real-time
PCR system (Applied Biosystems). Transcripts levels were calculated using the standard curves
generated using serial dilutions of cDNA obta ined from samples, then normalized to HPRT.
Primers sequences were listed in Table 6. Each plo tted value corresponds to the mean of 3
independent experiments in duplicates Datas represent a mean gene expression per fold ± s.d.
Data were analyzed using the non -parametric Kruskal Wallis test and Mann Witney post -test
(*p<0.05, **p<0.01, ***p<0.001), using GraphPad Prism 8 software (GraphPad Software, San
Diego, CA).
Immunocytochemistry on iRPE cells
iRPE cells were fixed with 4% PFA. Primary antibodies were incubated in blocking buffer (1%
BSA, 0.1% triton X-100 in PBS) for three hours. Secondary antibodies were incubated for one
hour. Nuclei were counterstained with DAPI for 5 minutes. Antibodies and reagents listed in
Table 6 . No cellular autofluorescence or non -specific labeling was detected under these
conditions. Images were collected by confocal microscopy and processed using ZEN (Zeiss)
and ImageJ softwares.
Immunofluorescence
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Eyes were enucleated (n = 7 WT, n = 7 Lrp2 -cKO; age = 20 weeks) and fixed for 30 minutes
in 4% PFA. The RPE was dissected and laid flat, then post -fixed with acetone for 10 minutes
at -20°C.. Tissues were incubated with phalloidin for 3 h, rinsed, and th en incubated with
rabbit anti -ZO1in blocking buffer (1% BSA, 0.3% Triton X -100 in PBS) for 24 h at 4°C.
Secondary antibody was incubated 2 h at room temperature. After mounting, RPE was cut at
four spots yielding four quadrants corresponding to the naso -temporal and dorso -ventral
directions. Images were acquired using an inverted confocal microscope (Zeiss LSM 710).
Flatmount was imaged with a 20x objective lens. Typically, 3 to 4 images were obtained of each
of the four quadrants to cover studied regions (intermediate or peripheral retina). Using ImageJ
software, a macro was developed to calculate the RPE cell areas for each sample. . The macro
is divided into three main stages: the first stage involves segmentation, including image
binarization and skeletonization; the second stage involves manual ROI correction; and the final
stage involves skeleton analysis, requiring the following plugins: tubeness, morphology, and
analyze skeleton. To calculate the RPE cell density, the total area of RPE cells cells per region
of interest (intermediate or periphery) was divided by the total number of RPE cells per region
of interest. Data were analyzed using the non -parametric Mann Witney post -test using
GraphPad Prism 8 software (GraphPad Software, San Diego, CA).
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Table 1. Summary of human vitreous samples
Characteristics Mass spectrometry analysis ELISA
myopia (n=15) Controls (n=10) myopia(n=10) Controls (n=13)
Gender (male/female) 3/12 4/6 5/5 8/5
Age (year) 71±8.6 71.6±8.5 63±4 67.3±18
Axial length (mm) 29.33±1.94 24.11±1.57 29.67±2 22.6±0.7
Posterior Staphyloma 15 0 10 0
Indications for surgery
Epiretinal membrane 4 10 2 10
Myopic Tractional maculopathy 11 8
Macular hole 1 1
Intraocular lens luxation 2
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Table 2. Significantly Differentially Expressed Proteins in High Myopia compared to Controls
Protein ID Protein names Gene names p-value Fold change
Myopia/control
P05090 Apolipoprotein D APOD 0.012 2.91
Q15582 Transforming growth factor-beta-
induced protein ig-h3
TGFBI 0.014 2.48
P00746 Complement factor D CFD 3E-04 2.43
P06312 Ig kappa chain V-IV region IGKV4-1 0.011 2.32
P62937 Peptidyl-prolyl cis-trans isomerase A PPIA 0.014 2.28
P35443 Thrombospondin-4 THBS4 0.035 2.26
P61626 Lysozyme C LYZ 1E-03 1.94
P01619 Ig kappa chain V-III region B6 IGKV3-20 0.008 1.80
P06681-3 Complement C2 C2 0.001 1.73
P01344 Insulin-like growth factor II IGF2 0.009 1.72
P02753 Retinol-binding protein 4 RBP4 0.037 1.69
P01008 Antithrombin-III SERPINC1 0.003 1.66
P51884 Lumican LUM 9E-04 1.62
P01009 Alpha-1-antitrypsin SERPINA1 0.004 1.60
P0DOX7 Immunoglobulin kappa light chain 0.013 1.53
Q96IY4 Carboxypeptidase B2 CPB2 0.019 1.53
Q16610 Extracellular matrix protein 1 ECM1 0.048 1.48
P0DOY3 Ig lambda-6 chain C region IGLC6 0.037 1.45
P01019 Angiotensinogen AGT 0.019 1.41
P01011 Alpha-1-antichymotrypsin SERPINA3 0.015 1.33
Q9Y4L1 Hypoxia up-regulated protein 1 HYOU1 0.033 0.74
Q9HCB6 Spondin-1 SPON1 0.025 0.74
Q96KN2 Beta-Ala-His dipeptidase CNDP1 0.047 0.74
Q9NQ79-3 Cartilage acidic protein 1 CRTAC1 0.021 0.73
Q9UNW1 Multiple inositol polyphosphate
phosphatase 1
MINPP1 0.027 0.73
Q9BRK5 45 kDa calcium-binding protein SDF4 0.023 0.70
Q9BY67-2 Cell adhesion molecule 1 CADM1 0.047 0.68
Q14118 Dystroglycan DAG1 0.031 0.67
P23471-3 Receptor-type tyrosine-protein
phosphatase zeta
PTPRZ1 0.041 0.67
Q99519 Sialidase-1 NEU1 0.041 0.67
Q5IS74 Tripeptidyl-peptidase 1 TPP1 0.047 0.66
P10909-6 Clusterin CLU 0.048 0.66
O75882-3 Attractin ATRN 0.011 0.66
Q92520 Protein FAM3C FAM3C 0.032 0.66
O43505 Beta-1,4-glucuronyltransferase 1 B4GAT1 0.039 0.65
P19022 Cadherin-2 CDH2 0.024 0.65
P02649 Apolipoprotein E APOE 0.004 0.63
O15031 Plexin-B2 PLXNB2 0.039 0.62
Q7Z3B1 Neuronal growth regulator 1 NEGR1 0.006 0.62
P15586 N-acetylglucosamine-6-sulfatase GNS 0.034 0.62
Q08629 Testican-1 SPOCK1 0.035 0.61
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P15291-2 Beta-1,4-galactosyltransferase 1 B4GALT1 0.021 0.61
O15240 Neurosecretory protein VGF VGF 0.006 0.60
P13591-5 Neural cell adhesion molecule 1 NCAM1 0.013 0.6
P27797 Calreticulin CALR 0.019 0.59
Q9BSG5-2 Retbindin RTBDN 0.018 0.59
Q9UBP4 Dickkopf-related protein 3 DKK3 0.004 0.59
P48723 Heat shock 70 kDa protein 13 HSPA13 0.012 0.57
Q9P2V4 Leucine-rich repeat LRIT1 0.006 0.57
P10619-2 Lysosomal protective protein CTSA 0.029 0.57
Q6UXD5-6 Seizure 6-like protein 2 SEZ6L2 0.016 0.56
Q9P121-3 Neurotrimin NTM 0.006 0.55
Q8WXD2 Secretogranin-3 SCG3 0.023 0.55
P10645 Chromogranin-A CHGA 0.029 0.54
Q6MZW2 Follistatin-related protein 4 FSTL4 0.029 0.54
P08138-2 Tumor necrosis factor receptor
superfamily member 16
NGFR 0.011 0.54
P10745 Retinol-binding protein 3 RBP3 0.006 0.53
P98160 Basement membrane-specific heparan
sulfate proteoglycan core protein
HSPG2 0.038 0.52
O0053 Neural cell adhesion molecule L1-like
protein
CHL1 0.021 0.52
P98164 Low-density lipoprotein receptor-related
protein 2
LRP2 0.016 0.50
Q5IS80 Amyloid beta A4 protein APP 0.017 0.50
Q13510 Acid ceramidase ASAH1 0.024 0.48
Q14055 Collagen alpha-2(IX) chain COL9A2 0.006 0.47
P51693 Amyloid-like protein 1 APLP1 0.017 0.47
P10523 S-arrestin SAG 5E-04 0.46
Q9Y4C0-4 Neurexin-3 NRXN3 0.012 0.46
Q92823-3 Neuronal cell adhesion molecule NRCAM 0.004 0.45
Q7Z7G0 Target of Nesh-SH3 ABI3BP 0.032 0.45
Q06481 Amyloid-like protein 2 APLP2 0.008 0.45
O75326 Semaphorin-7A SEMA7A 0.012 0.44
Q14515-2 SPARC-like protein 1 SPARCL1 0.004 0.42
P13611-2 Versican core protein VCAN 0.005 0.15
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Table 3: List of differentially expressed genes (DEGs) down regulated in shLRP2 iRPE cells.
Gene ID Gene Name Fold Additional informations
DPYS dihydropyrimidinase -3.00 Second step of reductive pyrimidine degradation - Dihydropyrimidinase deficiency
(DPYSD) associated with congenital microvillous atrophy
SLC4A10 solute carrier family 4 member 10 -2.31 Sodium-driven chloride bicarbonate exchanger – NEDHBA syndrome
ATP13A5 ATPase 13A5 -2.30 ATPase
ATP2B2 ATPase plasma membrane Ca2+ transporting 2 -1.82 ATP-driven Ca2+ ion pump
PDE2A phosphodiesterase 2A -1.68 cGMP-activated cyclic nucleotide phosphodiesterase – IDDPADS syndrome
LRP2 LDL receptor related protein 2 -1.66 Multiligand endocytosis receptor – Apical membrane RPE
SLCO1A2 solute carrier organic anion transporter family
member 1A2
-1.57 Na+-independent transporter – Mediates apical uptake of all -trans-retinol across
human RPE
ACSS1 acyl-CoA synthetase short chain family 1 -1.56 Catalyzes the synthesis of acetyl-CoA from short-chain fatty acids
PLXNC1 plexin C1 -1.56 Receptor for SEMA7A
SPON1 spondin 1 -1.54 Cell Adhesion Molecule
P2RY1 purinergic receptor P2Y1 -1.53 Receptor for extracellular adenine nucleotides – Degradation of ATP by RPE
NECAB1 N-terminal EF-hand calcium binding protein 1 - 1.51 Calcium binding protein
CRYBA1 crystallin beta A1 -1.50 Heat shock protein – Apical membrane RPE, endocytosis
UGT8 UDP glycosyltransferase 8 -1.48 Catalyzes the transfer of galactose to ceramide
FAM167A family with sequence similarity 167 member A -1.48 N.D.
CRYBG1 Beta-gamma crystallin domain-containing 1 -1.48 Cytoskeleton
RPE65 retinoid isomerohydrolase RPE65 -1.46 Isomerohydrolase in the retinoid cycle involved in regeneration of 11-cis-retinal –
Leber Congenital Amaurosis 2 (LCA2)
SNED1 sushi, nidogen and EGF like domains 1 -1.45 Extracellular matrix molecule
SLC16A12 solute carrier family 16 member 12 -1.45 Creatine transporter – Cataract 47 (CTRCT47)
CDKN1C cyclin dependent kinase inhibitor 1C -1.43 Potent tight-binding inhibitor of several G1 cyclin/CDK complexes
CRYBB1 crystallin beta B1 -1.43 Interaction CRYBA1 - Cataract 17, multiple types (CTRCT17)
NDRG1 N-myc downstream regulated 1 -1.42 Stress-responsive protein – Charcot-Marie-Tooth Diseases 4D
SLC39A12 solute carrier family 39 member 12 -1.42 Uniporter that promotes Zn2+ import from the extracellular space to the cytoplasm.
Identified as causing non-syndromic high myopia
NTNG1 netrin G1 -1.41 Guidance Molecule
LINGO2 leucine rich repeat and Ig domain containing 2 -1.40 N.D.
DUSP26 dual specificity phosphatase 26 -1.40 Inactivation of MAPK1 and MAPK3
ARRDC3 arrestin domain containing 3 -1.40 Endosome adaptator
PTGR3 prostaglandin reductase 3 -1.40 Functions as15-oxo-prostaglandin 13-reductase
TMEM255A transmembrane protein 255A -1.39 N.D.
SLC16A4 solute carrier family 16 member 4 -1.39 Proton-linked monocarboxylate plasma membrane transporter
SELENOP selenoprotein P -1.39 Antioxidant defense properties of selenium
LRP8 LDL receptor related protein 8 -1.38 Cell surface receptor for Reelin – Myocardial Infarction 1 (MCI1)
MAN2A1 mannosidase alpha class 2A member 1 -1.38 Biosynthesis of N-glycans
FLVCR2 FLVCR heme transporter 2 -1.37 Heme importer/sensor – Proliferative Vasculopathy and Hydranencephaly -
Hydrocephaly syndrome (PVHH) Vasculopathy of the retina
RDH5 retinol dehydrogenase 5 -1.37 11-cis retinol oxidation in the RPE – Fundus Abipunctatus (FALBI) – Flecked
retina, night blindness
CYP4V2 cytochrome P450 family 4 subfamily V member
2
-1.36 Cytochrome P450 monooxygenase involved in fatty acif metabolism – Bietti
Crystalline corneoretinal distrophy (BCD) – Degeneration of the retina and
sclerosis of choroidal vessels
SOSTDC1 sclerostin domain containing 1 -1.36 Directly antagonizes activity of BMP2, BMP4, and BMP7 – RPE expression
MEST mesoderm specific transcript -1.36 N.D.
NOG noggin -1.36 Inhibitor of BMP – decreased in the guinea-pig myopic model
BCO1 beta-carotene oxygenase 1 -1.35 Cleavage of beta -carotene in 2 retinal – Hypercarotenemia and Vitamine A
Deficiency (HCV AD) increased beta-carotene and decreased vitamine A levels
HSD17B11 hydroxysteroid 17-beta dehydrogenase 11 -1.34 Androgen metabolism during steroidogenesis
RHOU ras homolog family member U -1.32 Control of cell shape
S1PR1 sphingosine-1-phosphate receptor 1 -1.30 G-protein coupled receptor for the bioactive lysosphingolipid shingosine-1-
phosphate
HNMT histamine N-methyltransferase -1.29 Inactivation of histamine – Intellectual Developmental Disorder (MRT51)
RDH11 retinol dehydrogenase 11 -1.29 Retinol deshydrogenase with higher activity towards 9 -cis, 11-cis and all -trans-
retinol – Retinal Distrophy Juvenile Cataracts, and Short Stature syndrome
(RDJCSS) – Retinal distrophy, RPE and choroid atrophy.
DNAJC3 DnaJ heat shock protein family (Hsp40)
member C3
-1.28 Endoplasmic reticulum stress – Ataxia, combined Cerebellar and Peripheral, with
Hearing loss and Diabetes mellitus (ACPHD)
LEPROTL1 leptin receptor overlapping transcript like 1 -1.28 N.D.
CTNNAL1 catenin alpha like 1 -1.27 Modulation of the Rho pathway
MAB21L2 mab-21 like 2 -1.26 Embryonic development including eye – Microphtalmia/Coloboma and Skeletal
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Dysplasia syndrome (MCSKS) -
ANKRD46 ankyrin repeat domain 46 -1.25 N.D.
FAXDC2 fatty acid hydroxylase domain containing 2 -1.23 Megakariocyte differentiation
LETMD1 LETM1 domain containing 1 -1.22 Mitochondrial structure
TOB1 transducer of ERBB2, 1 -1.21 Anti-proliferative protein
LIPG lipase G, endothelial type -1.21 Hydrolysis of HDL
ST3GAL5 ST3 beta-galactoside alpha-2,3-sialyltransferase
5
-1.21 Formation of gangliosides – Salt and Pepper Developmental Regression syndrome
(SPDRS)
STMP1 short transmembrane mitochondrial protein 1 -1.20 Mitochondrial microprotein
EIF4A2 eukaryotic translation initiation factor 4A2 -1.19 Translation initiation factor
SARAF store-operated calcium entry associated
regulatory factor
-1.18 Negative regulator of store-operated calcium entry
FAM13A family with sequence similarity 13 member A -1.18 N.D.
SLC20A1 solute carrier family 20 member 1 -1.17 Sodium-phosphate symporter
RHOB ras homolog family member B -1.14 Apoptosis
CPE carboxypeptidase E -1.14 Sorting receptor that directs prohormones to the secretory pathway – BDV
syndrome
BMF Bcl2 modifying factor -1.13 Apoptosis
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Table 4. List of DEGs up regulated in in shLRP2 iRPE cells with a fold change cut off of 1.1<.
Gene ID Gene Name Fold Additional informations
ID1 inhibitor of DNA binding 1, HLH protein 2.05 Transcriptional regulator - Regulates the circadian clock by repressing the
transcriptional activator activity of the CLOCK-BMAL1 heterodimer
MYBL2 MYB proto-oncogene like 2 1.99 DNA binding E2F motifs
FIBCD1 fibrinogen C domain containing 1 1.8 Acetyl group-binding receptor facilitating endocytosis
AMTN Amelotin 1.74 Promoter of calcium phosphate mineralization – Amelogenesis imperfecta 3B (AI3B)
ZBED1 zinc finger BED-type containing 1 1.69 E3-type small ubiquitin-like modifier (SUMO) ligase
TP73 tumor protein p73 1.69 Apoptotic response to DNA damage – Ciliary dyskinesia, primary, 47, and
lissencephaly (CILD47)
RRM2 ribonucleotide reductase regulatory subunit M2 1.67 Biosynthesis of deoxyribonucleotides from the corresponding ribonucleotides
ASF1B anti-silencing function 1B histone chaperone 1.66 Histone chaperone
ID3 inhibitor of DNA binding 3, HLH protein 1.65 Transcriptional regulator - Regulates the circadian clock by repressing the
transcriptional activator activity of the CLOCK-BMAL1 heterodimer. Differentially
expressed in RPE in a guinea pig model of myopia
DTL denticleless E3 ubiquitin protein ligase homolog 1.63 Substrate-specific adapter of a DCX (DDB1 -CUL4-X-box) E3 ubiquitin -protein
ligase complex - regulates the circadian clock function by mediating the
ubiquitination and degradation of CRY1
MKI67 marker of proliferation Ki-67 1.6 Binds DNA, with a preference for supercoiled DNA and AT-rich DNA
CDC6 cell division cycle 6 1.58 Initiation of DNA replication – Meier Gorlin syndrome 5 (MGORS5)
MCAM melanoma cell adhesion molecule 1.51 Cell adhesion molecule
E2F1 E2F transcription factor 1 1.51 Transcription factor
GPD1 glycerol-3-phosphate dehydrogenase 1 1.46 Glycerol-3-phosphate dehydrogenase activity – Hypertriglyceridemia, transient
infantile (HTGTI)
TPX2 TPX2 microtubule nucleation factor 1.44 Microtubule nucleator
NEURL1B neuralized E3 ubiquitin protein ligase 1B 1,43 E3 ubiquitin-protein ligase involved in regulation of the Notch pathway
LRRC32 leucine rich repeat containing 32 1.4 Key regulator of TGF beta signaling
CHST2 carbohydrate sulfotransferase 2 1.38 Inflammation
COL11A1 collagen type XI alpha 1 chain 1.35 Fibrillogenesis. Sticler syndrome 2 (STL2)– Marshall syndrome (MRSHS) – ocular
abnormalities consisting of large eyes with ocular hypertelorism- high myopia
SCARA3 scavenger receptor class A member 3 1.34 Protection against oxidative molecules
TPM4 tropomyosin 4 1.34 Binds to actin filaments – Bleeding disorder (BDPLT25)
BSN bassoon presynaptic cytomatrix protein 1.33 Scaffolf protein in the presynaptic compartment
GRIK3 glutamate ionotropic receptor kainate type 3 1.32 Ionotropic glutamate receptor
NFASC neurofascin 1.31 Cell adhesion molecule – Neurdevelopmental disorder (NEDCPMD)
ADAM28 ADAM metallopeptidase domain 28 1.28 Adhesion and protolytic events in lymphocyte
PCSK7 proprotein convertase subtilisin/kexin type 7 1.27 Serine endoprotase
FHOD3 formin homology 2 domain containing 3 1.26 Actin-organizing protein
ADAMTS7 ADAM metallopeptidase with thrombospondin
type 1 motif 7
1.24 Metalloprotease
TCOF1 treacle ribosome biogenesis factor 1 1.24 Nucleolar protein – Treacher Collins syndrome (TCS1)
PALM paralemmin 1.21 Plasma membrane dynamics
LEFTY2 left-right determination factor 2 1.21 Left-right asymmetry determination of organs – Left-right axis malformations
(LRAM)
MMP14 matrix metallopeptidase 14 1.21 Endopeptidase of the ECM produced by RPE – Winchester syndrome (WNCHS)
ADAMTS12 ADAM metallopeptidase with thrombospondin
type 1 motif 12
1.18 Metalloprotease
NDST1 N-deacetylase and N-sulfotransferase 1 1,15 Heparan sulfate biogenesis – Intellectual Developmental disorder (MRT46)
HNRNPL heterogeneous nuclear ribonucleoprotein L 1,15 Splicing factor
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Table 5. Selected gene sets associated with LRP2 reduction in iRPE cells. Normalized Enrichment Scores.
ID Description NES
Light processing
M11434 GOBP RETINOL METABOLIC PROCESS -2,291
M13006 GOBP SENSORY PERCEPTION OF LIGHT STIMULUS -2,269
M34809 HP SCOTOMA -1,966
M38378 HP ABNORMAL FULL FIELD ELECTRORETINOGRAM -1,952
M37110 HP PROGRESSIVE NIGHT BLINDNESS -1,919
M14699 GOBP SENSORY PERCEPTION -1,910
M41363 HP ABNORMAL LIGHT AND DARK ADAPTED ELECTRORETINOGRAM -1,893
M37157 HP PERIPHERAL VISUAL FIELD LOSS -1,855
Hormonal processes
M12960 GOBP RESPONSE TO STEROL -2,220
M12703 GOBP CELLULAR HORMONE METABOLIC PROCESS -2,075
M14197 GOBP CELLULAR RESPONSE TO STEROL -2,032
M3753 GOBP HORMONE METABOLIC PROCESS -1,873
M11178 GOBP REGULATION OF HORMONE LEVELS -1,681
M16758 GOBP STEROID METABOLIC PROCESS -1,631
M13381 GOBP STEROID BIOSYNTHETIC PROCESS -1,592
Epithelial transport
M37121 HP RETINAL PIGMENT EPITHELIAL ATROPHY -2,029
M13303 GOBP TRANSEPITHELIAL TRANSPORT -2,017
M24808 GOBP IMPORT ACROSS PLASMA MEMBRANE -1,921
M15727 GOBP IMPORT INTO CELL -1,748
M18079 GOMF METAL ION TRANSMEMBRANE TRANSPORTER ACTIVITY -1,702
M10755 GOBP TRANSITION METAL ION TRANSPORT -1,668
Apico-basal polarity
M1446 GOCC APICAL PLASMA MEMBRANE -1,699
M17164 GOCC APICAL PART OF CELL -1,698
M3406 GOCC BASOLATERAL PLASMA MEMBRANE -1,689
M17798 GOCC BASAL PART OF CELL -1,686
Choroid support
M34087 GOBP VASCULAR TRANSPORT -2,088
M34782 HP CHORIORETINAL ATROPHY -2,039
M38919 HP CHORIORETINAL DEGENERATION -1,904
M16767 GOBP VASCULAR PROCESS IN CIRCULATORY SYSTEM -1,843
Extracellular matrix remodeling
M12927 GOMF EXTRACELLULAR MATRIX STRUCTURAL CONSTITUENT 2,155
M10742 GOCC COLLAGEN TRIMER 2,154
M25882 GOCC COLLAGEN CONTAINING EXTRACELLULAR MATRIX 2,060
M10505 GOBP COLLAGEN FIBRIL ORGANIZATION 1,995
M23167 GOBP COLLAGEN METABOLIC PROCESS 1,983
M17310 GOCC COMPLEX OF COLLAGEN TRIMERS 1,949
M22974 GOBP COLLAGEN CATABOLIC PROCESS 1,869
M880 GOBP PROTEOGLYCAN METABOLIC PROCESS 1,835
Cytoskeleton assembly
M6458 GOCC ACTIN FILAMENT 2,351
M17227 GOCC ACTIN FILAMENT BUNDLE 2,125
M17139 GOCC MYOFILAMENT 2,059
M17284 GOCC ACTOMYOSIN 2,032
M5272 GOCC ACTIN CYTOSKELETON 2,011
M18964 GOMF MICROTUBULE MOTOR ACTIVITY 2,010
M9766 GOMF ACTIN FILAMENT BINDING 1,915
M14799 GOMF ACTIN BINDING 1,895
M9078 GOMF MICROTUBULE BINDING 1,888
M2926 GOCC CORTICAL CYTOSKELETON 1,865
M4679 GOCC MICROTUBULE ASSOCIATED COMPLEX 1,864
M12616 GOBP MICROTUBULE DEPOLYMERIZATION 1,862
M14007 GOBP MICROTUBULE BUNDLE FORMATION 1,830
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Table 6 . Antibodies and reagents for immunohistochemical staining.
Primary Antibodies Species, Label, Method Source, number Dilution
Glutamine synthetase Mouse, IF Merck Millipore, MAB2-302 1:300
Tubulin-beta3 Mouse, IF BioLegend, 801202 1:300
OPN1LW/OPN1MW (Red/green-sensitive opsin) Rabbit, IF Merck Millipore, AB5405 1:100
OPN1SW (Blue-sensitive opsin) Goat, IF Santa Cruz, sc-14363 1:200
Glial fibrillary acidic protein Rabbit, IF Dako Cytomation, Z0334 1:300
LRP2 Rabbit, IF Abcam, Ab76969 1:300
ZO-1 Rabbit, IF Invitrogen, 40-2200 1:200
Clathrin Mouse, IF Santa Cruz, sc-12735 1:200
EEA1 Mouse, IF BD Transduction, 610457 1:250
LAMP1 Mouse, IF DSHB, H4A3 1:100
Secondary Antibodies
Anti-Rabbit Donkey, alexa-488, IF ThermoFisher, A21206 1:300
Anti-Rabbit Donkey, alexa-594, IF ThermoFisher, A21207 1:300
Anti-Mouse Donkey, alexa-594, IF ThermoFisher, A32766 1:300
Anti-Mouse Goat, alexa-594, IF ThermoFisher, A11005 1:300
Reagents
Phalloidin (Aminata Phalloidin) Rhodamine, IF ThermoFisher, R415 1:300
4',6-diamidino-2-phenylindole (DAPI) Fluorescent counterstain Roche, 10236276001 1:2500
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List of supplementary materials
Supplemental Material and methods
5 Supplemental Figures
Figure S1: GO analysis of DEPs
Figure S2: The most significant cluster obtained from the PPI and its disease enrichment
Figure S3: Principal component analysis.
Figure S4: KEEG, Gene Ontology, Reactome and Human Phenotype Ontology based gene
enrichments.
Figure S5: Category net plot enrichment analysis.
4 Supplemental Data Files in attached Excel Format files
Data File S1: filtered results of the LC/MS MS
Data File S2: List of DEGs
Data File S3: Enrichment-p adjust
Data File S4: Enrichment LRP2-p adjust
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Author Contributions:
KD, AT, OC and FBC: study conception and design - writing original draft. KD, E Picard, PL,
LJ and E Pussard: performing experiments. RK: providing Lrp2 -cKo. JMRM and JRM:
providing vitreous samples. KK collected vitreou s samples for mass spectrometry and
contributed to the analysis of proteomics data. HV , BH, and LJC performed mass spectrometry
and data analysis of the proteomics data. All authors contributed to review and editing of the
article and approved the submitted version.
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Funding:
This study was supported by Fondation de France (KD) and GIF-NC Région Nomandie (RK).
Institutional review Board Statement:
At Kyoto Prefectural University of Medicine , Japan, the study was conducted in compliance
with the Institutional Review Board of Kyoto Prefectural University of Medicine which
approved the study (permission RBMR-C-864-6). Informed written consent was obtained from
all patients. At Ophtalmopole, Paris, France, vitreous samples are considered as surgical waste
and can be used for research purposes if patients have expressed no opposition according to
French law. Agreement was obtained for all patients. Storage and analysis w ere authorized in
France by CPP Ile de France 1 (N°2016 -14390) and the use of patient’s information got the
authorization number CNIL 2233436.
At Hospital Puerta de Hierro, Albacete, Spain, vitreous samples are considered as surgical waste
and can be used for research purposes if patients have expressed no opposition according to
Spanish law. The study involving human iRPE cultures were reviewed and approved by
CODECOH DC- INSERM. Importation of human eyes was approved by the French ministry
of research (N° IE-2022-2285)
Informed Consent Statement:
Informed consent to participate in this study was obtained from all the participants.
Conflict of interest:
The authors declare that the research was conducted in the absence of any commercial or
financial relationships that could be construed as a potential conflict of interest.
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Acknowledgments:
We gratefully acknowledge the support of the Data Analysis Core (DAC) platform at the Institut
du Cerveau de Paris in carrying out RNA sequencing. Special thanks also go to Emeline
Cherchame for her invaluable help with RNAseq data analysis. The services p rovided by the
DAC platform (https://dac.institutducerveau-icm.org) were crucial to the success of this study.
The mass spectrometer used for the proteomics study was funded by A.P. Møller og Hustru
Chastine Mc-Kinney Møllers Fond til almene Formaal.
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41
Figure Captions
Fig. 1 . Analysis of proteins in the vitreous of myopic and emmetropic patients.
(A) V olcano plot of differentially expressed proteins. The rightmost part of the plot (blue
circles) showed the 20 up-regulated proteins and the leftmost (red circles) the 53 down regulated
proteins. (B) Monarch analysis enrichment of down regulated proteins , only the top 5 terms
were displayed. Gene count associated with a particular Monarch term is indicated. (C) Protein-
Protein Interactions (PPI) using STRING analysis displayed the signaling network between the
differentially expressed proteins. Nodes in blue circles refer to upregulated proteins , nodes in
grey circles refer to down regulated proteins. Markov cluster algorithm analysis indicated the
main interactomes. The nine top interactomes are indicated at the right. Protein names are
provided in Table 1. (D) Concentrations of LRP2 protein in ng/ml in undiluted vitreous from
control (n = 13) and NSHM myopic (n = 10) eyes quantified with ELISA. The graph on the
right showed the ration of LRP2 compared to the total protein content. Statistical analysis was
performed using the Mann-Whitney test, *p<0.05.
Fig. 2. Ophthalmologic imaging and histological analysis of the right eye of a HM donor.
(A-B) Pre mortem SD-OCT scans of the right eye with inferior cross -section (A) and macular
cross-section (B), showing the PS (white arrows) and tractional maculopathy (yellow stars).
The myopic eye displayed an atrophy of the macula delineated by small arrows and the posterior
incurvation indicated the uncomplicated PS. (C) Gross morphology of a the high myopic right
enucleated post mortem eye with a posterior staphyloma (PS). ( D) Macroscopic image of the
posterior chamber after dissection showing the posterior staphyloma (ps). (E) Insert box of (D)
focusing on fovea and ps (black arrow). (F) DAPI-stained section of a normal human retina
near the macula. (G) DAPI-stained section of the high myopic retina with a PS (double headed
arrow) shows a severe reduction of thickness of all retinal layers, adjacent to the PS. Schisis
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42
(white arrow) is observed between the inner nuclear layer (inl) and the outer nuclear layer (onl).
A cyst is observed between the RPE and the outer segments layer (asterisk). bv: blood vessel.
(H) RPE cells in human retina form a single layer of pigmented cells as observed on light
transmission microscopy. Melanosomes (m) have an elongated shape and nuclei (n) are spaced
at regular intervals. (I, J) In the HM donor eye, RPE cells are still forming a single layer. RPE
cells are abnormally large, their apical domain is reduced, and melanosomes aggregate in
macromelanosomes (mm) or macrostructures (ag). Scale bars: F,G = 120 m; H = 75 m; H-J
= 5 m.
Fig 3. Immunolabelling of retinal cells in the emmetropic and HM retina.
(A, B) Glutamine synthetase (GS) labels Müller glial cells in the emmetropic retina, extending
radially from the nerve fiber layer (nfl) to the onl (C, D) In HM retina, GS-positive cells extend
in all directions and thicken at the retinal surface. At higher magnification, GS -positive cells
surround a cyst in the ganglion cell layer (gcl) (C) and fill the bottom of the staphyloma where
almost no retina remains (E). (F, G) Tubulin beta-3 (Tubb3) is a neuronal marker of retinal
ganglion (RGC) and amacrine cells in the emmetropic retina. (H) In HM retina, the number of
Tubb3-amacrine cells and RGCs is reduced. Higher magnification shows Tubb3-positive axons
browsing at the surface of the staphyloma. (J, K) Blue (red staining) and green (green staining)
opsin markers reveal the distribution of blue and green cones in the emmetropic retina. (L, M)
In HM retina, the number of blue cones is reduced ( L) and high magnification shows the
accumulation of green opsin in abnormally shaped outer segments. (N, O) Glial fibrillary acidic
protein (GFAP) labels astrocytes and glial Müller cells endfeet in the emmetropic retina. (P, Q)
In the HM retina, the GFAP-positive endfeet are reduced. (Q) At higher magnification, a GFAP-
positive membrane lays on the retinal surface but no positive cells are observed in the retina .
Scale bars: A,F,J,N = 200 m; B,G,O = 80 m; K = 20 m; C,H,L,P = 250 m; D,E,I,M,Q =
60 m.
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Fig. 4. LRP2 immunolabelling in the emmetropic and HM retina.
(A,B) In the emmetropic neural retina, LRP2 is expressed around RGCs and along GS positive
glial Müller cells. (C, D) In the HM neural retina, LRP2 expression is greatly reduced in GS -
positive cells, that surround cysts (stars). (E) In transversal sections of RPE cells, LRP2 is
located at the apical pole (white arrowheads), in intracellular vesicles and at the basal pole of
the RPE, and in the pillars of the choriocapillaris. (F, G) In RPE flat mounted preparation from
the left emmetropic eye, LRP2 is distributed in cytoplasmic vesicles (F) along apical and lateral
membranes (G) and most LRP2-positive vesicles are also positive for clathrin. (I) In transversal
section of the HM RPE, LRP2 expression is greatly diminished and absent in the
choriocapillaris. (J to L) In RPE flat mounted from the HM eye , LRP2 distribution is sparse
and diffuse, and does not colocalize with clathrin ( L) that is also diminished. Scale bars: A-D
200 m; G-I, K,L 50 m.
Fig 5. Organization of the RPE is altered in HM eye and in Lrp2cKO mouse.
(A) Phalloidin staining reveals the geometric paving pattern of RPE in the emmetropic eye.
(B to D ) In HM eye, RPE geometric paving pattern is lost as most cells increase in size.
Bicellular junctions display secondary actin arcs (C, arrows) and cell junctions are disorganized
(D arrows). ( E, F ) Phalloidin staining on RPE flat -mount of WT control mouse shows the
regular pattern of RPE cells. ( G) Zonula Occludens 1 (ZO1) follows in the apical pole the
distribution of phalloidin. (H, I) In Lrp2cKO RPE, the pseudo-geometric paving pattern is lost
and is replaced by a tangle of cells whose surface has increased. (J) ZO1 is redistributed in the
cytoplasm of abnormally shaped RPE cell. ( K) Digital overlay reconstruction of control and,
Lrp2cKO RPE indicates the increase size of RPE cells both at the periphery and at the
intermediate level of the retina in Lrp2cKO. ( L) Cell area in m2, (M) cell density in number
of cells/mm2, and (N) distribution of cells by sizes in the intermediate and peripheral retina of
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control compared to Lrp2cKO mice. Values represent the mean of cell size average of each
sample (n=7) per genotype ± SEM. Mann-Whitney U test. *** p <0.001. Scale bars: A-D,E,H
= 50 m; F,I = 25 m; G,J = 75 m.
Fig. 6. LRP2 localization in healthy human iRPE.
(A) Consecutives confocal images from an apical to basal stack showing LRP2 accumulation
in large vesicular structures in the apical pole (arrows), faintl localization at lateral membranes
and in small cytoplasmic vesicles and in larger perinuclear vesicles (arrowheads).
(B) Consecutives confocal images from an apical to basal stack show that LRP2 colocalized
with the major protein of coated pits and apical endocytic vesicles, clathrin (yellow arrow). In
the basal part of the cell, LRP2 (green arrow) did not colocalize with clathrin (red arrow).
(C) Confocal image showing that LRP2 (green) partially colocalized with the endocytic marker,
early endocytose antigen-1 (EEA1; red) (yellow arrow). (D) In the basal compartment, LRP2
(green) colocalize with LAMP1 (red) a specific lysosomal marker (yellow arrows). Scale bars:
A,C,D = 10 m; B = m; C = 30 m.
Fig. 7. Differentially expressed genes (DEGs) between shLRP2 and scrambled iRPE cells.
(A) Lrp2 mRNA quantification between scrambled (n = 4) and shLRP2 (n = 4) iRPE (*p<0.05).
(B) LRP2 levels as expressed by the ratio LRP2/GAPDH between scrambled (n = 4) and
shLRP2 (n = 4) iRPE (**p<0.01). (C) V olcano plot of DEGs between shLRP2 and scrambled
iRPE cells with –Log10 of the adjusted p value on the Y -axis and Log2 of the fold change
expression on the X-axis. Some genes including LRP2 are indicated. (D) Graph bars show the
number of downregulated (75), upregulated (42) and unchanged (15678) genes (E). The top 30
most enriched GO terms (selected based on the p-values) of regulated genes . Analysis was
performed using Metascape.Category netplot gene enrichment analysis considering only LRP2
as a common factor with 3 GO terms, sensory perception, import across plasma membrane and
steroid metabolic processes ( F) and with 2 Reactome terms, sensory perception, visual
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transduction and metabolism (G). Fold change (color codes on each graph) for each gene of the
selected GO term is indicated. Analysis was performed using Metascape. Absolute normalized
enrichment allowed to identify terms that were upregulated or downregulated using all
differentially expressed genes.
Fig. 8. LRP2 expression and environmental factors . (A) Quantification of LRP2 mRNA by
Q-PCR in iRPE non -exposed (ne) or exposed to light (left panel) after 0.5, 2 or 10 hrs post
illumination. Left panel showing quantification of LRP2 mRNA in iRPE non-exposed (ne) or
exposed to light. Right panel showing quantification of LRP2 mRNA in iRPE non-exposed (ne)
or exposed to red, blue, or white light. Values correspond to the mean of 4 independent
experiments in duplicates for each condition. Each independent experiment represents the mean
of three wells. Datas were expressed in fold gene expression ± SD. Data were analyzed using
the non-parametric Kruskal Wallis test and Mann Witney post -test, *p<0.05; **p<0.01, # not
significant. (B) LRP2 and EEA1 expressions in iRPE non-exposed or exposed to red light. (C)
LRP2 mRNA expression in iRPE cultures treated without (ethanol) or cortisol. Values
correspond to the mean of 6 experiments in triplicates. Datas represent mean fold gene
expression ± SEM. Mann-Whitney test, *p<0.05. Scale bars: 20 m for LRP2 and 40 m for
EAA1.
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Figure 1
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Figure 2
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Emmetropic eye High Myopic eye
Figure 3
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Figure 4
Emmetropic eye
Emmetropic eye
High myopic eye
High myopic eye
A B C
D
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Figure 5
HUMAN
Emmetropic eye High myopic eye
Intermediate . peripheral
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Figure 6
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Figure 8
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Supplementary Materials
LRP2 is a potential molecular target for pathological myopia
Kimberley Delaunay1, Emilie Picard 1, Patricia Lassiaz 1, Laurent Jonet 1, Vidjea Cannaya 1,
José Maria Ruiz Moreno 2, Kentaro Kojima 3, Henrick Vorum 4,5, Bent Honoré 5,6, Jorge R
Medrano2, Lasse Jorgensen Cehofski 4,5, Eric Pussard7, Renata Kozyraki#8, Alicia Torriglia
#1, Olivier Cases 1#, Francine Behar-Cohen#1,9.
Supplementary Material and methods
5 Supplementary Figures
Figure S1: GO analysis of DEPs
Figure S2: The most significant cluster obtained from the PPI and its disease enrichment
Figure S3: Principal component analysis.
Figure S4: KEEG, Gene Ontology, Reactome and Human Phenotype Ontology based gene
enrichments.
Figure S5: Category net plot enrichment analysis.
4 Supplementary Data Files in attached Excel Format files
Data File S1: filtered results of the LC/MS MS
Data File S2: List of DEGs
Data File S3: Enrichment-p adjust
Data File S4: Enrichment LRP2-p adjust
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Material and methods
Quantitative Mass Spectrometry by Label -Free Quantification Nano Liquid
Chromatography – Tandem Mass Spectrometry (LFQ nLC-MS/MS)
Samples were resuspended in 0.1% formic acid and analyzed with LFQ nLC -MS/MS. Of each
sample, 0.7 to 1.0 µg was analyzed in triplicates. Mass spectrometry was performed on an Orbitrap
Fusion Tribrid mass spectrometer (Thermo Fisher Scientific Instruments, Waltham, MA, USA)
coupled to a Dionex UltiMate 3000 RSLC nano system (Thermo Fisher Scientific Instruments,
Waltham, MA, USA). The mass spectrometer was equipped with an EasySpray ion source
(Thermo Fisher Scientific Instruments). Liquid chromatography and label-free quantification
(LFQ) were performed as described in a recent article (1) with few modifications. The orbitrap
scan range (m/z) was 375 to 1500. The elution gradient was 3h, established by mixing buffer A
(99.9% water and 0.1% formic acid) and buffer B (99.9% acetonitrile and 1% formic acid). Using
the MaxQuant software version 1.6.6.0 (Max Planck Institute of Biochemistry, Martinsried,
Germany; https://maxquant.net/maxquant/) for LFQ analysis (2), raw data files were searched
against the UniProt Homo sapiens database (www.uniprot.org). Settings for the database search
were published in a previous work (1). Unfiltered results of the database search are available in
Supplementary File S1.
Mass spectrometry data were further processed with Perseus software version 1.6.2.3 (Max Planck
Institute of Biochemistry, Martinsried, Germany; https://maxquant.net/perseus/) to remove poorly
identified proteins as described in a previous article (3, 4). LFQ values were log2 transformed, and
mean LFQ values were calculated. At least two unique peptides were required for successful
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protein identification. Proteins were required to be successfully identified and quantified in at least
50% of the samples in each group. The median technical coefficient of variation was calculated
for each of the proteins in each sample. The mean value for the samples was 11.3% (range, 6.49%–
16.1%).
Statistics
Statistical analysis was performed on proteins that were successfully identified and quantified in
at least 50% of the samples in the HM group and 50% of the samples in the control group. No
imputation of missing values was performed prior to statistical analysis. Statistical analysis by the
Student's t-test was conducted in Perseus to compare HM with controls. Correction for multiple
hypothesis testing was performed using the permutation -based method (5) in Perseus with the
number of randomizations set to 250 and an S0 parameter of 0.1. The false discovery rate was set
to 0.05. CRT values were log10 transformed prior to calculation of correlations to make the CRT
values normally distributed. Correlations were calculated in STATA 16.0 (StataCorp, College
Station, TX, USA) using Pearson's correlation coefficient (r). Correlations were considered
statistically significant if P <0.05. Two-way scatter plots with prediction from a linear regression
were created with STATA 16.0.
Bioinformatic analysis of statistically significantly changed proteins was performed with STRING
11.0. Cluster analysis of statistically significantly regulated proteins was performed with STRING
11.0 (string-db.org) (6–8). If more than one protein was listed in the IDs, the first listed UniProt
ID was used for STRING analysis. If an isoform was not recognized by STRING, the regular
UniProt ID without isoform was used. Cluster analysis was performed with the Markov Cluster
Algorithm set to 2.
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iRPE cell culture and differentiation
Subconfluent hiPSC cultured on Matrigel® hESC -Qualified Matrix (Corning, France) with
mTeSR™1 medium (Stemcell Technologies, Germany) were detached with Collagenase, Type IV
(Thermo Fisher Scientific). hiPSC colonies within 50-300 µm diameter range were transferred and
cultured into flasks of 25 cm² with Embryoid Body Medium (DMEM/F-12, HEPES medium; 1%
N-2; 1% B -27™; 1% L -Glutamine; 0.1 mM 2 -Mercaptoethanol; 5 μM RHO/ROCK pathway
inhibitor Y-27632 (Stemcell Technologies)), to form three-dimensional embryoid body-like (EB)
aggregates. On day 1, EB were plated on cell culture dishes (P60) coated with Matrigel® Mat rix
Basement Membrane Growth Factor Reduced (Corning) and cultured for 10 days in neural
induction medium (NIM) (DMEM/F-12, HEPES medium; 1% N -2; 1% L-Glutamine; 1% MEM
Non-Essential Amino Acids Solution; Heparin (Merck Millipore)). On day 10, NIM was replaced
and Ebs were cultured during three days in Retinal Differentiation Medium (RDM) (DMEM-high
glucose-GlutaMAX™; HEPES medium /Ham's F-12 Nutrient Mix medium [3:1]; 2% B-27™ with
vitamin A (all products from Thermo Fisher Scientific). On day 13, Ebs were cultured in RDM.
When satisfactory level of pigmentation was reached (by day 30 -40), iRPE pigmented foci were
manually microdissected under a microscope using a surgical blade, collected, seeded on
Matrigel® Matrix Basement Membranec and grown for an additional 30 days in RDM until deeply
pigmented monolayers re -formed. On day 60 -70, mature iRPE cells were resuspended in RDM
containing 5 μM of RHO/ROCK pathway inhibitor Y -27632 and then reseeded on Matrigel®
Matrix Basement Growth Factor Reduced coated 24 -well plates for further expansion and
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maturation. At this stage, iRPE cells were at passage 1 (P1) and cultured in the serum - and
antibiotic-free RDM.
Trans-Epithelial Resistance
The trans -epithelial resistance (in Ω/cm 2) was measured using the EVOM2 Epithelial
Voltohmmeter and an STX2 electrode (World Precision Instruments, Sarasota, Florida). Each
value corresponds to the average of several independent wells and was corrected for background
resistance using a blank well with culture medium.
Quantitative RT-qPCR
The following target genes were analyzed: LRP2 sense 5'-GCCGATGCATTTATCAAAAC-
3'antisense 5'-TCACATCCATCTATCTCC-3', MR sense 5′-GGCTACCACAGTCTCCGA-3′,
antisense 5'-ACGTTGACAATCTCCATGTAG -3', GR sense 5' -
GGAATAGGTGCCAAGGATCTGG-3', antisense 5'-GCTTACATCTGGTCATGCTGG-3'.
Expression levels of individual genes were normalized with hprt1 sense 5'-
CATTGCTGAGGATTTGGAAAGG -3', antisense 5′-CTTGAGCACACAGGGCTACA-3' or 18S
sense 5′-TGCAATTCCATGAACG-3', antisense 5′-GCTTATGACCCGCACTTACTGG-3', in the
same sample by calculation of the ΔCt value, and relative quantification was performed using the
ΔΔCt method with unilluminated iRPEs serving as controls.
Western Blot
Cells from 6 wells (N=6) of iRPE were lysed in RIPA extraction buffer (50 mM Tris HCl pH 8 ;
150 mM NaCl; 1% NP -40; 0.5% sodium deoxycholate; 0.1% sodium dodecyl sulfate) (Thermo
Fisher Scientific) for the extraction of membrane, nuclear, and cytoplasmic proteins in the presence
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of protease inhibitors. Protein concentration was measured using the bicinchoninic acid (BCA)
Method
(Pierce BCA Protein Assay Kit, Thermo Fisher Scientific) following the manufacturer's
instructions. Equal amounts of reduced proteins (15 μg) were separate d on a 2-8% TRIS-acetate
gel (Invitrogen) for large protein separation. Proteins were separated according to their size under
an electric current of 100 volts for 1 hour and 30 minutes, and then transferred to a nitrocellulose
membrane (Protan®, Whatman®, GE Healthcare, Versailles, France) for 1 hour and 20 minutes
at 10 volts under liquid conditions. The transfer quality was systematically checked using Ponceau
S staining. Membranes were incubated in a blocking buffer composed of 1X PBS and 5% milk for
1 hour with agitation. The primary antibodies rabbit anti -LRP2 (1:1000, Abcam, ab76969), was
diluted in the working buffer (1X PBS - 0.5% milk - 0.1% Tween-20) and applied to the membrane,
then incubated overnight at 4°C with agitation. After washing, the membranes were incubated with
HRP-conjugated secondary antibody goat anti-rabbit, 1:5000, Vector Ref. PI-1000, London, UK)
diluted in the same working buffer for 1 hour at room temperature. ECL Plus Western Blotting
Detection Reagents (GE Healthcare, Orsay, F rance) were used for visualization. Mouse anti -
GAPDH antibody (1:5000, Invitrogen Ref. AM4300) was used as an internal control. Bands were
visualized using iBright Imaging Systems (Thermo Fisher Scientific, France) and quantified using
ImageJ software (Nat ional Institutes of Health, University of Wisconsin, WI, USA). Statistical
Results
were obtained using the non -parametric Mann -Whitney test (*p<0.05, **p<0.01,
***p<0.001) to evaluate significant differences. Statistical analysis was performed using
GraphPad Prism 8 software (GraphPad Software, San Diego, CA).
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Fig. S1: GO analysis of the DEPs. (A) GO analysis of the down regulated proteins; ( B) GO
analysis of up regulated proteins. According to the order of FDR, only the top 5 terms were
displayed. Gene count associated to a particular GO is indicated.
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Fig. S2: (A) The most significant cluster was obtained from PPI network . LRP2 and its ligands
CLU and APOE were enriched as hub proteins in this cluster. ( B) Disease -gene associations
enrichment indicated an enrichment in neurodegenerative diseases.
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Fig. S3: Principal component (PC) analysis, X-axis, Y-axis, and Z-axis show PC1, PC2 and PC3,
respectively.
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Fig. S4: (A) The top 6 most enriched KEGG of downregulated DEGs and upregulated DEGs. ( B
to D) The top 30 most enriched GO terms (selected based on the p -values), (B) GO biological
processes, (C) GO cellular processes, ( D) GO molecular functions, ( E) reactome and (F) human
phenotype ontology. The terms were selected based on the lowest LogP values (color codes on
each graph). Analysis was performed using metascape. Absolute normalized enrichment allowed
to identify terms that were upregulated or downregulated using all DEGs.
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Fig. S5: Category netplot enrichment analysis with (A) the top 2 most enriched GO terms (selected
based on the p-values) of down-regulated DEGs and (B) the top 2 most enriched Hallmark of up-
regulated DEGs. Analysis was performed using metascape.
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