Alterations in glial fibrillary acidic protein (GFAP) levels accompany the changes in the morphology and proliferation of astrocytes induced by colloidal solutes and films of carbon nanotubes (CNTs). To determine if GFAP is required for the effects of CNTs on astrocytes, we used astrocytes isolated from GFAP null mice. We find that selected astrocytic changes induced by CNTs are mediated by GFAP, i.e., perimeter, shape, and cell death for solutes, and proliferation for films.
Alterations in glial fibrillary acidic protein (GFAP) levels accompany the changes in the morphology and proliferation of astrocytes induced by colloidal solutes and films of carbon nanotubes (CNTs). To determine if GFAP is required for the effects of CNTs on astrocytes, we used astrocytes isolated from GFAP null mice. We find that selected astrocytic changes induced by CNTs are mediated by GFAP, i.e., perimeter, shape, and cell death for solutes, and proliferation for films.
Carbon nanotubes
(CNTs) have
emerged as a promising material in biomedicine, especially in neural
prosthetics.[1,2] CNTs can be applied to neural
cells as colloidal solutes or used as strata upon which cells can
attach and grow. Single-walled CNTs chemically functionalized with
polyethylene glycol (SWCNT-PEG), which renders them water-soluble,
have been shown to modulate the morpho-functional properties of both
neurons[3] and astrocytes[4] in culture. The application of SWCNT-PEG as colloidal solutes
also affected neuronal morphology in vivo and improved
locomotor recovery in an acute spinal cord injuryrat model.[5] In addition to application as colloidal solutes,
SWCNT-PEG can be sprayed onto hot glass coverslips to form retainable
films, which also modulate the morpho-functional properties of neurons[6] and astrocytes.[7] These
films also cause an increase in the rate of proliferation of astrocytes.[7] CNT films have shown much promise as a coating
material for standard tungsten or stainless steel wire electrodes
in brain-machine interface (BMI) applications; their use resulted
in enhanced neuronal stimulation and recordings, both in vitro and in vivo.[8,9] The above changes in
the properties of astrocytes induced by the two modalities of SWCNT-PEG,
solutes and films, were associated with changes in the immunoreactivity
(ir) of glial fibrillary acidic protein (GFAP). Since GFAP may contribute
to both astrocytic process formation and inhibit proliferation,[10] the question arose whether GFAP is necessary
for the morphological and proliferative changes of astrocytes induced
by the different CNT modalities, or if the changed expression of GFAP
is an independent event. To address this issue, we used a GFAP knockout
(KO) mouse model[11] and assessed the morphological
and proliferative characteristics of astrocytes. We observed that
the changes in the size, shape, proliferation, and cell death of astrocytes
caused by the two modalities of SWCNT-PEG are differentially mediated
by GFAP. This indicates that the cellular effects exerted by CNTs
are likely mediated by distinct intracellular molecular transduction
pathways, a subset of which involves GFAP.The SWCNT-PEG graft
copolymers were prepared using a procedure
described elsewhere,[4,12] and an aqueous solute/dispersion
was obtained by ultrasonication. Uniform retainable films of these
graft copolymers were made by spraying them onto hot precleaned glass
coverslips using a previously described procedure.[7,13] To
study the GFAP-dependence of the effects that these two CNT modalities
have on the morphological and proliferative properties of astrocytes,
we used: (i) SWCNT-PEG dispersion (5 μg/mL) applied to the cells
grown on glass coverslips coated with polyethylenimine (PEI), a standard
stratum commonly used to promote cell adhesion and growth, and (ii)
glass coverslips coated with SWCNT-PEG strata with a film thickness
of 60 nm (for detailed characterization of these materials, see refs (4 and 7)).We used purified astrocytes
isolated from the visual cortices of
GFAP KO mice (for detailed information on the GFAP KO mice see ref (11)) and the corresponding
background strain, C57BL/6 (wild-type). To confirm the identity of
purified cells as astrocytes, they were plated onto the PEI-coated
coverslips and after 3 days in culture incubated with the dipeptide,
β-Ala-Lys, conjugated to 7-amino-4-methylcoumarin-3-acetic acid
(AMCA) (Supporting Information, Figure
S1). This fluorescent probe is specifically taken up by astrocytes
and distributes throughout their cytoplasm.[14,15] All the cells isolated from wild-type (n = 23)
and GFAP KO (n = 22) mice and studied live accumulated
β-Ala-Lys-Nε-AMCA and hence are astrocytes.
To verify GFAP expression, and lack of thereof, wild-type and GFAP
KO astrocytes plated onto the PEI-coated coverslips were labeled for
GFAP, after 3 days in culture, using indirect immunocytochemistry[4,14] (Figure 1a, left). We also assessed the effects
that these CNT modalities have on GFAP-ir of both wild-type and GFAP
KO astrocytes (Figure 1a, middle and right).
To obtain the total area of the cells (green outline in Figure 1a, bottom), astrocytes were preloaded with β-Ala-Lys-Nε-AMCA and then fixed. β-Ala-Lys-Nε-AMCA (data not shown; see e.g., Figure 4 of ref (14)) and GFAP-ir of stained
wild-type (n = 60) and GFAP KO (n = 47) astrocytes were visualized using a fluorescence microscope,
and standard 4′,6-diamidino-2-phenylindole (DAPI) and tetramethylrhodamine
isothiocyanate (TRITC) filter sets, respectively. After background
subtraction, we quantitatively assessed the GFAP-ir parameters; that
is, density (average fluorescence intensity per pixel of the total
cell area), content (density × total cell area), and occupancy
(positive pixels/total cell area).[4] As
expected, we observed that the GFAP KO astrocytes showed a median
value close to zero for all the GFAP-ir parameters assessed, implying
that the GFAP KO astrocytes do not indeed express GFAP. Furthermore,
treating the GFAP KO astrocytes with the SWCNT-PEG solute or plating
them onto SWCNT-PEG films did not cause any change in the GFAP-ir
parameters (Figure 1b). Wild-type astrocytes,
on the other hand, showed significant expression of GFAP. We also
observed that the GFAP-ir parameters change when astrocytes interact
with the two modalities of CNTs. Astrocytes treated with the SWCNT-PEG
solute (5 μg/mL) showed a significant increase in the density
along with an increase in the occupancy of GFAP-ir compared to the
untreated astrocytes grown on PEI, while an increase in the content
of GFAP-ir showed a trend, but did not reach statistical significance
(Figure 1b). Astrocytes plated onto the 60
nm thick SWCNT-PEG films showed a significant decrease in the density
and content of GFAP-ir, while no significant difference was observed
in the occupancy (Figure 1b). Thus, the two
modes of CNT presentation produced different changes in the GFAP-ir
parameters of wild-type astrocytes (Table 1). Of note, GFAP-ir changes could be due to changes in the protein
levels, modification, or conformation and polymerization state of
GFAP.[16,17] We used the same concentration of the solute
(5 μg/mL) and the same thickness of the films (60 nm) in the
entire study, and for clarity we omit textual referral to the concentration/thickness
here on.
Figure 1
Both solute and film modalities of SWCNT-PEG induce functional
changes in wild-type astrocytes, as seen by the changes in cellular
GFAP immunoreactivity (GFAP-ir) parameters. (a) Images of wild-type
and GFAP KO astrocytes in culture plated onto the PEI-coated coverslips
in the absence and presence of the SWCNT-PEG solute (5 μg/mL)
and onto the 60 nm thick SWCNT-PEG films, labeled for GFAP using indirect
immunocytochemistry. The green traces in the GFAP KO panel represent
the outline of the astrocytes based on the corresponding β-Ala-Lys-Nε-AMCA images (not shown; but see Supporting Information, Figure S1) disclosing cytoplasm, i.e.,
total cell area. Scale bar, 20 μm. Gray scale is a linear representation
of the fluorescence intensities of the pixels in the images, expressed
in fluorescence intensity units (iu). (b) Summary graphs showing the
median effects of the CNT modalities on GFAP-ir parameters. Density
is shown in fluorescence intensity units (iu) per area (pixel). The
number of astrocytes studied in each condition is given in parentheses
in the occupancy graph. The boxes and diamonds represent medians with
interquartile range (IQR) of wild-type and GFAP KO astrocytes, respectively.
The Kruskal–Wallis one-way ANOVA (KWA) followed by the Dunn’s
test was used for the comparison between the different conditions
(CNT modalities) in each group (wild-type or GFAP KO astrocytes);
*p < 0.05, a statistical difference when compared
to the cells plated onto the PEI-coated coverslips within the same
group. The Mann–Whitney U-test was used for the comparison
between wild-type and GFAP KO astrocytes in each condition; the differences
are marked by the brackets; **p < 0.01.
Table 1
Summary of the Effects
Induced by
the Two Modalities of SWCNT-PEG on Cultured Wild-Type (WT) and GFAP
Knockout (KO) Astrocytes Compared to those on PEI-Coated Coverslipsa
PEI
+ 5 μg/mL SWCNT-PEG
60 nm SWCNT-PEG Film
cell property
parameter
WT
KO
WT
KO
GFAP-ir
density
↑
NA
↓
NA
content
−
NA
↓
NA
occupancy
↑
NA
−
NA
morphology
area
↑
↑
↑
↑
perimeter
↑p
↑
−
−
form factor
↓*
−
−
−
vitality
adhesion
−
−
↑
↑
proliferation
−
−
↑*
−
death
−*
↑
↓
−
Dash indicates
no change, while
arrows indicate an increase (up) or decrease (down) in the measurements;
NA, not applicable. Asterisk indicates a GFAP-dependent effect; p,
partially mediated by GFAP.
Both solute and film modalities of SWCNT-PEG induce functional
changes in wild-type astrocytes, as seen by the changes in cellular
GFAP immunoreactivity (GFAP-ir) parameters. (a) Images of wild-type
and GFAP KO astrocytes in culture plated onto the PEI-coated coverslips
in the absence and presence of the SWCNT-PEG solute (5 μg/mL)
and onto the 60 nm thick SWCNT-PEG films, labeled for GFAP using indirect
immunocytochemistry. The green traces in the GFAP KO panel represent
the outline of the astrocytes based on the corresponding β-Ala-Lys-Nε-AMCA images (not shown; but see Supporting Information, Figure S1) disclosing cytoplasm, i.e.,
total cell area. Scale bar, 20 μm. Gray scale is a linear representation
of the fluorescence intensities of the pixels in the images, expressed
in fluorescence intensity units (iu). (b) Summary graphs showing the
median effects of the CNT modalities on GFAP-ir parameters. Density
is shown in fluorescence intensity units (iu) per area (pixel). The
number of astrocytes studied in each condition is given in parentheses
in the occupancy graph. The boxes and diamonds represent medians with
interquartile range (IQR) of wild-type and GFAP KO astrocytes, respectively.
The Kruskal–Wallis one-way ANOVA (KWA) followed by the Dunn’s
test was used for the comparison between the different conditions
(CNT modalities) in each group (wild-type or GFAP KO astrocytes);
*p < 0.05, a statistical difference when compared
to the cells plated onto the PEI-coated coverslips within the same
group. The Mann–Whitney U-test was used for the comparison
between wild-type and GFAP KO astrocytes in each condition; the differences
are marked by the brackets; **p < 0.01.Dash indicates
no change, while
arrows indicate an increase (up) or decrease (down) in the measurements;
NA, not applicable. Asterisk indicates a GFAP-dependent effect; p,
partially mediated by GFAP.Changes in the level of GFAP have been linked to changes in the
morphology of astrocytes with functional consequences on their physiology.[10] To assess the cellular morphology of wild-type
and GFAP KO astrocytes, we plated astrocytes as described in Figure 1, but instead of staining for GFAP we loaded the
astrocytes with the vital fluorescent dye, calcein[4,14,18] and imaged them live using a fluorescence
microscope with a standard fluorescein isothiocyanate (FITC) filter
set (Figure 2a). All the cells plated in the
three conditions (n = 160) accumulated calcein, indicating
the viability of both wild-type and GFAP KO astrocytes and the biocompatibility
of these CNT modalities. We analyzed the calcein images using a self-designed
algorithm[4] to quantitatively assess the
morphological parameters of astrocytes by measuring their total cell
area and perimeter, which were then used to calculate the form factor
(FF),[19] defined by the equation FF = 4π[area(μm2)]/[perimeter(μm)]2. The form factor is a
measure of the circularity or the roundness of an object; a perfectly
circular/round object has a FF = 1, and a FF ≈ 0 describes
a line. We found that both SWCNT-PEG solute and films cause an increase
in the area of wild-type and GFAP KO astrocytes compared to the corresponding
untreated wild-type and GFAP KO astrocytes plated onto the PEI-coated
coverslips (Figure 2b), which implies that
GFAP is not necessary for this effect on astrocytes by the CNTs. The
perimeter of the wild-type and GFAP KO astrocytes plated onto PEI
also showed a significant increase in the presence of the SWCNT-PEG
solute, but no significant difference in perimeter was observed when
astrocytes were plated onto the SWCNT-PEG films, compared to the corresponding
untreated astrocytes plated onto PEI. The SWCNT-PEG solute effect
on perimeter was mediated, at least in part, by GFAP as it was significantly
less pronounced in GFAP KO astrocytes (Figure 2b). The FF of wild-type astrocytes plated onto PEI showed a significant
decrease, i.e., “stellation” of cells, in the presence
of the SWCNT-PEG solute, while plating these cells onto the SWCNT-PEG
films showed no significant difference compared to that on PEI alone.
The SWCNT-PEG solute-induced change in cell shape appears to be a
GFAP-dependent process, as the lack of GFAP in the GFAP KO astrocytes
occluded this effect (Figure 2b). Of note,
astrocytes grown on PEI and treated with PEG solute, at a concentration
(1 μg/mL) corresponding to the PEG weight load in SWCNT-PEG,
showed no significant changes in the GFAP-ir or morphological parameters
when compared to wild-type astrocytes grown on PEI (Supporting Information, Figure S2a–d). These cells
showed a trend towards decreased density and content of GFAP-ir when
treated with PEG, but this is in the opposite direction of the effect
seen for SWCNT-PEG solute. Taken together, these results confirm our
previous findings[4,7] that CNTs, applied as colloidal
solute or strata, can induce morphological changes in wild-type astrocytes
(Table 1). A minor difference is that previously
we found a marginally significant increase in the form factor of the
astrocytes plated onto the SWCNT-PEG films compared to that on PEI,[7] whereas in the current set of experiments, the
increase did not reach statistical significance. This discrepancy,
likely a result of biological variability,[20] does not detract from the main finding here; i.e., that the changes
in the perimeter and shape/FF of astrocytes induced by the SWCNT-PEG
solute are dependent on GFAP (Table 1).
Figure 2
GFAP is necessary
for the modulation of a subset of morphological
characteristics in astrocytes induced by the CNT modalities. (a) Images
of live wild-type and GFAP KO astrocytes in culture plated onto the
PEI-coated coverslips in the absence and presence of the SWCNT-PEG
solute (5 μg/mL) and onto the 60 nm thick SWCNT-PEG films, loaded
with the vital fluorescent dye, calcein. Scale bar, 20 μm. (b)
Summary graphs showing the median effects of the CNT modalities on
the morphology of astrocytes. The number of astrocytes studied in
each condition is given in parentheses in the form factor graph. *p < 0.05, **p < 0.01. Other annotations
as in Figure 1.
GFAP is necessary
for the modulation of a subset of morphological
characteristics in astrocytes induced by the CNT modalities. (a) Images
of live wild-type and GFAP KO astrocytes in culture plated onto the
PEI-coated coverslips in the absence and presence of the SWCNT-PEG
solute (5 μg/mL) and onto the 60 nm thick SWCNT-PEG films, loaded
with the vital fluorescent dye, calcein. Scale bar, 20 μm. (b)
Summary graphs showing the median effects of the CNT modalities on
the morphology of astrocytes. The number of astrocytes studied in
each condition is given in parentheses in the form factor graph. *p < 0.05, **p < 0.01. Other annotations
as in Figure 1.Changes in the expression/amount of GFAP are often associated
with
changes in the proliferation of astrocytes.[10] To initially assess the role of GFAP in the proliferation of astrocytes
in our cell culture conditions, we plated wild-type and GFAP KO astrocytes
onto the PEI-coated coverslips. At 4 h and 4 days postplating, the
astrocytes were loaded with calcein, their nuclei labeled with the
cell permeable nuclear stain Hoechst 33342 and imaged live using a
fluorescence microscope and FITC and DAPI filter sets, respectively
(Figure 3a). The 4 h time point gives an estimate
on the initial plating density and adhesion of astrocytes, while the
4 day time point gives an estimate on the proliferation of astrocytes.[7] We observed that the wild-type and GFAP KO astrocytes
plated onto PEI showed similar median initial plating densities at
the 4 h time point of about 23 300 cells per cm2 and 21 500 cells per cm2, respectively, which
significantly increased to about 36 800 cells per cm2 and 33 500 cells per cm2 at the 4 day time point,
implying that both groups of astrocytes undergo proliferation in culture
(Figure 3b). We also observed that the percentage
increase in the number of cells was similar for both wild-type (∼58%)
and GFAP KO (∼56%) astrocytes, implying that the rate of proliferation
of astrocytes is not dependent on GFAP when plated on our reference
stratum.
Figure 3
Untreated wild-type and GFAP KO astrocytes show similar adhesive
and proliferative characteristics in culture. (a) Images of astrocytic
nuclei labeled with the cell permeable nuclear dye, Hoechst 33342,
(left column) and the corresponding astrocytes loaded with the vital
fluorescent dye, calcein (middle column). Right column shows the merge
of the images. Top two and bottom two rows show the images of wild-type
and GFAP KO astrocytes, respectively, plated onto the PEI-coated coverslips,
4 h and 4 days postplating. Scale bar, 50 μm. (b) Summary graph
showing the median number (with IQR) of live cells per cm2 on the PEI-coated coverslips, 4 h (marked in red) and 4 days (marked
in green) postplating. The Mann–Whitney U-test was used for
the comparison between wild-type and GFAP KO astrocytes at each time
point. The Wilcoxon signed-rank test was used for the comparison between
the time points in each group (wild-type or GFAP KO astrocytes); the
differences are marked by the brackets. *p < 0.05.
Untreated wild-type and GFAP KO astrocytes show similar adhesive
and proliferative characteristics in culture. (a) Images of astrocytic
nuclei labeled with the cell permeable nuclear dye, Hoechst 33342,
(left column) and the corresponding astrocytes loaded with the vital
fluorescent dye, calcein (middle column). Right column shows the merge
of the images. Top two and bottom two rows show the images of wild-type
and GFAP KO astrocytes, respectively, plated onto the PEI-coated coverslips,
4 h and 4 days postplating. Scale bar, 50 μm. (b) Summary graph
showing the median number (with IQR) of live cells per cm2 on the PEI-coated coverslips, 4 h (marked in red) and 4 days (marked
in green) postplating. The Mann–Whitney U-test was used for
the comparison between wild-type and GFAP KO astrocytes at each time
point. The Wilcoxon signed-rank test was used for the comparison between
the time points in each group (wild-type or GFAP KO astrocytes); the
differences are marked by the brackets. *p < 0.05.Having determined the proliferation
parameters of astrocytes grown
on PEI, we treated wild-type astrocytes grown on PEI-coated coverslips
with the SWCNT-PEG solute or PEG (Supporting Information, Figure S2e) and also plated them onto the SWCNT-PEG films (Supporting Information, Figure S3). Similarly,
we also exposed GFAP KO astrocytes to these two different modalities
of CNTs (Supporting Information, Figure
S4). We then calculated the relative density of live cells across
the different groups (astrocyte type) and conditions (CNT modalities)
by normalizing the number of live cells in each group, condition,
and time point to the median number of live wild-type astrocytes on
the PEI-coated coverslips at 4 h postplating (Figure 4a). We found that the relative densities of live wild-type
astrocytes present on the PEI-coated coverslips were similar in the
absence and presence of the SWCNT-PEG solute at both the 4 h and 4
day time points, albeit there were significantly more astrocytes at
the 4 day time point compared to the 4 h time point due to cell proliferation
(Figure 4a, Table 1).
Similar results were obtained when wild-type astrocytes grown on the
PEI-coated coverslips were treated with PEG (Supporting
Figure S2e). However, when astrocytes were grown on the SWCNT-PEG
films, they had higher densities at the 4 h time point than the astrocytes
grown on PEI, presumably due to enhanced cellular adhesion onto the
CNT films. Furthermore, proliferation (fold-increase) of wild-type
astrocytes on the CNT films was higher than that for astrocytes grown
on PEI alone (Figure 4a, Table 1). These effects of SWCNT-PEG films on astrocyte adhesion
and proliferation are in agreement with our previous work.[7] GFAP KO astrocytes grown on PEI and treated with
the SWCNT-PEG solute showed similar adhesive and proliferative characteristics
as wild-type astrocytes (Figure 4a). They also
showed enhanced adhesion when plated on the SWCNT-PEG films; but unlike
the wild-type astrocytes, the films did not enhance their proliferation
compared to the astrocytes grown on PEI (Figure 4a). This finding implies specifically that the enhancement of proliferation,
but not adhesion, induced by the SWCNT-PEG films is dependent on GFAP
(Table 1).
Figure 4
GFAP is necessary for the modulation of
a subset of proliferative
characteristics and astrocyte death induced by the CNT modalities.
(a) Summary graph showing the median relative density of live cells
present on the PEI-coated coverslips in the absence and presence of
the SWCNT-PEG solute (5 μg/mL) and onto the 60 nm thick SWCNT-PEG
films, normalized to the median number of live wild-type astrocytes
at 4 h postplating on the PEI-coated coverslips. (b) Summary graph
showing the median percentage of dead cells in the above setting.
We used seven coverslips per data point. The KWA followed by the Newman−Keuls’
test was used for the comparison between the different conditions
(CNT modalities) in each group (wild-type or GFAP KO astrocytes) and
time point; asterisks indicate a statistical difference when compared
to the cells plated onto the PEI-coated coverslips within the same
group and time point. The Wilcoxon signed-rank test was used for the
comparison between the time points in each group, and the Mann–Whitney
U-test was used for the comparison between the groups in each condition
and time point; differences are marked with brackets. *p < 0.05, **p < 0.01. Other annotations as
in Figure 3.
GFAP is necessary for the modulation of
a subset of proliferative
characteristics and astrocyte death induced by the CNT modalities.
(a) Summary graph showing the median relative density of live cells
present on the PEI-coated coverslips in the absence and presence of
the SWCNT-PEG solute (5 μg/mL) and onto the 60 nm thick SWCNT-PEG
films, normalized to the median number of live wild-type astrocytes
at 4 h postplating on the PEI-coated coverslips. (b) Summary graph
showing the median percentage of dead cells in the above setting.
We used seven coverslips per data point. The KWA followed by the Newman−Keuls’
test was used for the comparison between the different conditions
(CNT modalities) in each group (wild-type or GFAP KO astrocytes) and
time point; asterisks indicate a statistical difference when compared
to the cells plated onto the PEI-coated coverslips within the same
group and time point. The Wilcoxon signed-rank test was used for the
comparison between the time points in each group, and the Mann–Whitney
U-test was used for the comparison between the groups in each condition
and time point; differences are marked with brackets. *p < 0.05, **p < 0.01. Other annotations as
in Figure 3.The percentage of dead wild-type astrocytes across the conditions
showed no significant differences at the 4 h time point, but it was
significantly lower at the 4 day time point for the cells plated onto
the SWCNT-PEG films compared to that on PEI (Figure 4b). This latter finding is an extension of the previously
observed trend.[7] GFAP KO astrocytes also
showed no significant differences in the percentage of dead cells
across conditions at the 4 h time point, while the percentage was
significantly higher at the 4 day time point for the cells plated
onto PEI in the presence of the SWCNT-PEG solute than in its absence.
This percentage of dead GFAP KO cells plated onto PEI and treated
with the SWCNT-PEG solute was also significantly higher compared to
the corresponding condition in wild-type astrocytes. This finding
may indicate that the presence of GFAP in wild-type astrocytes protects
them from a previously unappreciated harmful effect of the SWCNT-PEG
solute (Table 1). Of note, there was a significantly
higher proportion of dead wild-type astrocytes grown on PEI in the
presence of PEG at 4 d vs 4 h postplating, albeit the death toll at
either time point was not different from that of control astrocytes
grown on PEI in the absence of PEG (Supporting
Figure S2e).In this study, we show that GFAP has a dual
role in the morpho-proliferative
changes of astrocytes induced by the two modalities of CNTs using
a GFAP KO mouse model (Table 1). Although it
is plausible that the deletion of GFAP could potentially lead to changes
in the expression of other astrocytic proteins, it is the absence
of GFAP that directly and/or indirectly modulates the cellular changes
induced by the two modalities of CNTs. The changes in GFAP-ir in wild-type
astrocytes, that occur upon exposure to the solute or film forms of
SWCNT-PEG, appear causally unrelated to the increase in cell area
(Figure 2b), as a similar effect on area is
also seen in GFAP KO astrocytes. In contrast, GFAP does contribute
to the other CNT-induced morphological effects on astrocytes. Hence,
an increase in the density/occupancy of GFAP-ir in wild-type astrocytes
treated with the SWCNT-PEG solute seems critical for an increase in
cell perimeter and a change in cell shape (a decrease in form factor),
as these CNT-induced effects are mitigated or obliterated, respectively,
in GFAP KO astrocytes (Figure 2b). It should
be noted, however, that a decrease in GFAP density/content in wild-type
astrocytes and a complete absence of this protein in GFAP KO astrocytes
when grown on CNT films (Figure 1b) neither
affects cell perimeter nor cell shape (Figure 2b). This dichotomy in the effects of GFAP indicates that soluble
SWCNTs induce morphological changes in astrocytes by a different signaling
pathway than SWCNT films, with GFAP participating in the former but
not the latter.The effects induced by the SWCNT-PEG colloidal
solute are not due
to the PEG functional group, but rather due to the CNT itself (Supporting Information, Figure S2). This is in
agreement with our previous findings showing that SWCNTs covalently
linked to two different functional groups, PEG or poly-m-aminobenzenesulfonic acid, both of which render them water-soluble,
induce qualitatively similar effects on the properties of neurons
and astrocytes in culture, implying that the CNT backbone is responsible
for the changes in the cellular properties induced by the water-soluble
SWCNTs.[3,4]The dichotomy in the effects of GFAP
is further supported by the
effects of SWCNTs on the adhesion and proliferative characteristics
of astrocytes (Table 1). There was no effect
of the absence of GFAP on the increased adhesion of astrocytes to
SWCNT-PEG films compared to PEI alone (Figure 4a, 4 h time point); however, the presence of GFAP was required for
the enhanced proliferation on SWCNT-PEG films when compared to PEI
alone (Figure 4a, 4 day time point).Astrocytes exposed to SWCNT-PEG solute show some similarities to
reactive astrocytes, including increased size (area and perimeter),
stellation (decreased form factor), and GFAP-ir, as we previously
observed.[4] The reactive state of astrocytes
is considered a fundamental adaptive/defensive reaction of the neural
tissue to an insult; for example, reactive astrocytes have been shown
to provide protection and preservation of spinal cord tissue and its
functions after a moderate spinal cord injury.[21] GFAP null astrocytes plated onto PEI in the presence of
soluble SWCNT-PEG have a higher percentage of dead cells than wild-type
astrocytes, suggesting the presence of a previously unrecognized toxic
effect of soluble SWCNTs for which GFAP offers protection (Figure 4b). This toxic effect is quite modest, however,
affecting only a small fraction (∼3%) of the GFAP KO astrocytes,
and having no significant effect on the relative density of live astrocytes
(Figure 4a). Thus, a previously proposed potential
use of SWCNT-PEG solutes in the treatment/prevention of neurodegenerative
diseases with astrocytic atrophy,[4] such
as a hereditary form of Alzheimer’s disease characterized by
a decrease in the volume of GFAP profiles and reduction of astrocytic
arborization,[22] remains a valid lead for
translational biomedicine.Astrocytes grown on SWCNT-PEG films,
with their decrease in GFAP-ir
and increased proliferation, have similarities to dedifferentiated
neural stem cells; i.e., type B cells, which are precursors giving
rise to neuroblasts,[23] as we previously
observed.[7] It is plausible that this effect
could also be seen on the astrocytes present at the interface of BMI
electrodes coated with CNTs.Although different CNT modalities
have shown great promise in neural
prosthesis,[5,9,24] care should
be taken when using them in different biomedical applications, as
in some conditions they can lead to neurotoxicity.[25,26] Therefore, it is important to assess the effects that different
CNT modalities may have on the brain, including signaling within and
between neural cells, to establish exposure limits and safety guidelines
for the use of this promising nanomaterial in neural applications
in the near future.
Methods Summary
We described methods
in details elsewhere;[4,7] here we only provide an essential
summary of the methods used in
the present study and specifically point out some modifications. Astrocytes
isolated from the visual cortices of 0–2-day-old C57BL/6 (wild-type)
or GFAP KO mice were purified and maintained in cell culture as we
previously described.[4,7] Experimental protocols were approved
by the Institutional Animal Care and Use Committee at the University
of Alabama at Birmingham.SWCNT-PEG solutes and 60 nm thick
SWCNT-PEG films were synthesized and characterized as we previously
described.[4,7] SWCNT-PEG in this study contained 16.0–16.1
wt % PEG. In experiments using PEG solute, as a control for 5 μg/mL
of SWCNT-PEG solute treated group, PEG was added to the cells at 1
μg/mL, i.e., at the concentration corresponding to 20 wt % of
SWCNT-PEG.All imaging experiments were done at room temperature
(22–25
°C) using a light microscope (Nikon TE300) equipped with differential
interference contrast (DIC) and epifluorescence illumination (halogen
and xenon arc lamps, respectively; 100 W). To acquire the images,
we used either a CoolSNAP-HQ or a CoolSNAP-HQ2 (for Supporting Information Figure S2 only) cooled,
charge coupled device camera (Photometrics, Tucson, AZ) driven by
MetaMorph imaging software ver. 6.1 (Molecular Devices, Chicago, IL).
All the raw fluorescence images had pixel intensities without saturation
and within the dynamic range of the camera (0–4095 for CoolSNAP-HQ
or 0–16383 for CoolSNAP-HQ2). Astrocytes were loaded
with β-Ala-Lys-Nε-AMCA (20 μM at 37 °C
for 1 h in cell culture medium), and the coverslips containing the
cells were rinsed in the external solution, mounted onto an imaging
chamber filled with external solution, and examined live using a standard
DAPI filter set and a 60× Plan Apo objective (numerical aperture,
1.4) as described elsewhere.[14,15] External solution contained
(in mM): NaCl (140), KCl (5), CaCl2 (2), MgCl2 (2), d-glucose (5), and Hepes (10) (pH 7.4). Alternatively,
β-Ala-Lys-Nε-AMCA loaded astrocytes were subjected
to indirect immunocytochemistry. They were subsequently fixed and
labeled for GFAP (mouse monoclonal, 1:500 dilution; ICN Cat. No. 69110;
MP Biomedicals; Solon, OH; followed by a TRITC-conjugated secondary
antibody)[7] and analyzed for the cell area
by manual tracing (based on the β-Ala-Lys-Nε-AMCA images acquired using a standard DAPI filter set), and for
the density, content, and occupancy of GFAP-ir based on the images
acquired using a standard TRITC filter set and a 60× Plan Apo
objective (numerical aperture, 1.4).[4] To
test for the nonspecific binding of the secondary antibody and cellular
autofluorescence, parallel controls were run, in which the primary
antibody was omitted. GFAP positive pixels were identified as described
elsewhere.[4] Briefly, all the images of
astrocytes (exposed and not exposed to the primary antibody) were
background subtracted; background fluorescence was obtained from regions
of coverslips containing no cells. Mean intensity plus six standard
deviations of the background subtracted images of astrocytes not exposed
to the primary antibody was used to calculate a threshold value for
GFAP positive pixels. As in the previous work, only the astrocytes
that could be imaged within a single frame were analyzed in order
to avoid errors in the quantification of fluorescence intensity that
would otherwise occur during the stitching/autoleveling step in morphometric
analysis (see below). The only difference in the current study is
that the coverslips (thickness no. 1) with the astrocytes were mounted
onto coverglasses (thickness no. 1) instead of glass microscopic slides
and imaged through the coverglasses, to avoid assessment of any possible
errors associated with the absorption of light by the CNT films themselves
(see Figures S6, S9 of ref (7)).To quantify astrocytic morphological changes, cells
were loaded
with calcein (1 μg/mL calcein-AM with 0.025% w/v pluronic acid,
Invitrogen; 15 min) and, after de-esterification (15 min), imaged
live bathed in external solution; a standard FITC filter set and a
60× Plan Apo objective (numerical aperture, 1.4) were used for
the visualization of calcein fluorescence, as we described elsewhere
in detail.[4,14,18] The area and
perimeter of the cells were obtained using a self-designed algorithm,
involving the stitching/autoleveling step when needed (see Figure
S1 of ref (4)), which
were further used to calculate the FF as we described elsewhere.[4]In experiments assessing the adhesive and
proliferative characteristics
of astrocytes, nuclei of calcein-loaded astrocytes were labeled with
Hoechst 33342 trihydrochloride trihydrate (5 μg/mL, 15 min;
Invitrogen). Imaging of live astrocytes was done using standard FITC
(calcein) and DAPI (Hoechst) filter sets and a 20× Plan Fluor
objective, 4 h and 4 days postplating. The number of nuclei per view
field (0.15 mm2) were counted as we described in detail
elsewhere.[7] The cells positive for Hoechst
and calcein were considered live, while the cells positive for Hoechst
and negative for calcein were considered dead.Statistical analysis
was done using the GB-Stat v6.5 software (Dynamic
Microsystems Inc., Silver Spring, MD) and SAS Software, version 9.2
of the SAS software for Windows (SAS Institute Inc., Cary, NC). The
number of subjects required for individual set of experiments was
estimated using power analysis (set at 80% and α = 0.05). Since
some of the subgroups deviated from normality based on the Shapiro−Wilk
test for normality, we used nonparametric statistics. In all the experiments,
the Mann–Whitney U-test was used for the comparison between
wild-type and GFAP KO astrocytes in each condition. To test the difference
between the 4 h and 4 day time points in the proliferation study,
the two correlated groups were compared using the Wilcoxon signed-rank
test (Figures 3 and 4). For all the other experiments with comparison between the different
conditions in the same group, the multiple independent conditions
were analyzed using the Kruskal–Wallis one-way ANOVA (KWA)
followed by the Dunn’s or the Newman−Keuls’ test
to assess a statistical significance (established at p < 0.05) in the effect induced by the CNT modalities when compared
to PEI. The Mann–Whitney U-test was used for the comparison
of morpho-functional properties between the untreated and PEG treated
wild-type astrocytes (Supporting Information, Figure S2a–d); the sole exception was the use of the Student’s t test for the assessment of the form factor.
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