key: cord-0856395-hzke3fra
authors: Kurmann, Lisa; Okoniewski, Michal; Dubey, Raghvendra K.
title: Estradiol Inhibits Human Brain Vascular Pericyte Migration Activity: A Functional and Transcriptomic Analysis
date: 2021-09-04
journal: Cells
DOI: 10.3390/cells10092314
sha: 1d5593fd65b2963c1656495d8d116a8bcd286f76
doc_id: 856395
cord_uid: hzke3fra

Stroke is the third leading cause of mortality in women and it kills twice as many women as breast cancer. A key role in the pathophysiology of stroke plays the disruption of the blood–brain barrier (BBB) within the neurovascular unit. While estrogen induces vascular protective actions, its influence on stroke remains unclear. Moreover, experiments assessing its impact on endothelial cells to induce barrier integrity are non-conclusive. Since pericytes play an active role in regulating BBB integrity and function, we hypothesize that estradiol may influence BBB by regulating their activity. In this study using human brain vascular pericytes (HBVPs) we investigated the impact of estradiol on key pericyte functions known to influence BBB integrity. HBVPs expressed estrogen receptors (ER-α, ER-β and GPER) and treatment with estradiol (10 nM) inhibited basal cell migration but not proliferation. Since pericyte migration is a hallmark for BBB disruption following injury, infection and inflammation, we investigated the effects of estradiol on TNFα-induced PC migration. Importantly, estradiol prevented TNFα-induced pericyte migration and this effect was mimicked by PPT (ER-α agonist) and DPN (ER-β agonist), but not by G1 (GPR30 agonist). The modulatory effects of estradiol were abrogated by MPP and PHTPP, selective ER-α and ER-β antagonists, respectively, confirming the role of ER-α and ER-β in mediating the anti-migratory actions of estrogen. To delineate the intracellular mechanisms mediating the inhibitory actions of estradiol on PC migration, we investigated the role of AKT and MAPK activation. While estradiol consistently reduced the TNFα-induced MAPK and Akt phosphorylation, only the inhibition of MAPK, but not Akt, significantly abrogated the migratory actions of TNFα. In transendothelial electrical resistance measurements, estradiol induced barrier function (TEER) in human brain microvascular endothelial cells co-cultured with pericytes, but not in HBMECs cultured alone. Importantly, transcriptomics analysis of genes modulated by estradiol in pericytes showed downregulation of genes known to increase cell migration and upregulation of genes known to inhibit cell migration. Taken together, our findings provide the first evidence that estradiol modulates pericyte activity and thereby improves endothelial integrity.

Stroke is a major contributor for mortality and disability in women [1] and a burden often overlooked compared to cancer. The overall risk for developing a stroke is higher in women compared to men [2] . Moreover, a dramatic increase in stroke events is largely observed in women after menopause, whereas the risk in premenopausal women is relatively lower compared to age-matched men [2] . These findings, together with the fact that estradiol levels drop following menopause, have led to the hypothesis that estradiol may be protective and may contribute to the sexual dimorphism in cardiovascular diseases, including stroke. Estrogen plays an important role in regulating dynamic changes in vascular structure and function and, importantly, it protects against vascular remodeling

hBVPs were plated in PLL-coated 24-wellplates in PC growing media at a density of 5000 cells/cm 2 and let to attach for 24 h. Cells were growth arrested o/n in starving media (DMEM/F12 supplemented with AA (100 µg/mL streptomycin, 100 µg/mL penicillin and 0.025 µg/mL amphotericin B), GlutaMAX (1×) and 0.5% sf. FCS) for 3 days. Thereafter cells were washed twice, with HBSS (-Mg 2+ -Ca 2+ ), trypsinized with trypsin (0.5%) and counted with a Coulter Counter (Coulter Z1, Coulter Electronics, Luton, UK). Relative cell number was assessed by normalizing to control.

Migration of cells was assessed by a scratch-/wound-closure-assay. Cells were plated in PLL-coated 24-wellplates and grown to confluence. Cells were starved o/n in starving media (DMEM/F12 supplemented with AA (100 µg/mL streptomycin, 100 µg/mL penicillin and 0.025 µg/mL amphotericin B), GlutaMAX (1×) and 0.5% (sf.) FCS). If required, cells were pre-treated with antagonists/inhibitors for the assigned period of time, before the monolayers were scratched with a yellow pipette tip. Cells were washed once with HBSS (+Mg 2+ +Ca 2+ ) to remove loose cells, and treatment or vehicle was added. Images of each scratch were taken with an automated Olympus IX81 microscope (Olympus, Volketswil, Switzerland) at 0 h and at 10 h after treatment. Area of wound closure was determined by using the software ImageJ, and relative wound closure was calculated as follows: (area(T0)-area(T10))/area(T0). A schematic representation of the experimental set-up is provided in Figure S1 .

For Western blot analysis, cells were grown in 35 mm dishes and treated as specified. For lysis, cells were washed briefly with ice-cold HBSS (+Mg 2+ +Ca 2+ ) before lysis buffer (containing 20 mM Tris pH 7.5, 1% Triton X-100, 150 mM NaCl, 1 mM EGTA, 1 mM EDTA, 2.5 mM sodium phosphate, 1 mM β-glycerophosphate, 1 mM sodium vanadate, 0.5 PMSF and 0.2% SDS) was added for 2 min on ice. Cell lysates were collected by scraping and samples were frozen at −80 • C until further processing. Concentration of each sample was determined with the Pierce bicinchoninic acid (BCA) Assay Kit according to the manufacturer's protocol. Equivalent amounts (10 µg) of protein from whole-cell lysates were separated on 8%, 10% or 12.5% SDS-polyacrylamide gels. As a marker, Protein Marker Enhanced 3-color High Range or Precision Plus Dual Color Standard was used. After transfer to a nitrocellulose membrane by the method of wet electroblotting, the membrane was blocked with 5% milk at RT for 1 h. Incubation with the primary antibody was performed o/n at 4 • C. After washing, the membrane was incubated with the secondary antibody for 1 h at RT and washed again. For detection of proteins with IR Dyes, the Odyssey LI-COR system (LI-COR, Lincoln, NE, USA) was used. For peroxidaseconjugated secondary antibodies, chemiluminescent substrates (Pierce, Rockford, IL, USA) were added according to manufacturer's instruction. Peroxidase activity was detected by exposing the membranes to XOMAT LS films, which were developed with the CAWOMAT 2000 IR film developer (WIROMA AG, Niederscherli, Switzerland).

For TEER measurements in real-time, a cellZscope instrument (nanoAnalytics GmbH, Münster, Germany) was used. Permeable transparent PET membrane inserts of 0.4 µm pore size and 24-well format (Falcon 353095) were coated with poly-L-Lysine on the basolateral side and with rat tail collagen (250 µg/mL in 80% EtOH) on the apical side for 1 h at 37 • C and washed twice with sterile H 2 O, before they were incubated for another hour in PC growing media (5% FBS). For the co-culture models, hBVPs were seeded either on the basolateral or on the apical side of the insert at a density of 25,000 cells/cm 2 . After adherence of the PCs was achieved (3 h), hCMEC/D3 were seeded in the apical chamber at a cell density of 100,000 cells/cm 2 in 150 µL EndoGro growing media. Media in the basolateral chamber consisted of PC growing media (5% FBS). After 3 days, media was changed to 2% sf.FBS and hydrocortisone (1 µg/mL) was added. For measurements, inserts were added to the cellZscope instrument (lower chamber: 1 mL media, upper chamber: 0.5 mL media). Establishment of a proper barrier function was monitored by recording resistance values of the inserts every hour, and treatments were only applied once the cells reached a stable baseline. All measurements were normalized to the values of a coated insert without any cells and results are depicted in % of control or in absolute TEER values in ohm × cm 2 .

Microarray samples were prepared as described previously [38] : PCs were seeded alone or with ECs on the opposite side of permeable PET membrane inserts of 0.4 µm pore size and six-well format (Corning Incorporated, Corning, NY, USA, Costar 3450) as described above. After 5 days in culture (2% steroid-free FCS (charcoal-stripped) in presence of hydrocortisone), cells were treated with estradiol (10 nM) or vehicle for 48 h. Cells were then trypsinized, centrifuged and lysed in 300 µL RNA lysis buffer (Zymo Research, Irvine, CA, USA). Samples were frozen at −80 • C until further processing. Total RNA was extracted by using the Quick-RNA MiniPrep Kit (ZymoResearch, Irvine, CA, USA, R1055) according to the manufacture's protocol with a 5417R Centrifuge (Eppendorf, Hamburg, Germany). RNA integrity was checked by calculating the ratio of absorbance at 260/280 nm (>2.0) and 260/230 nm (>1.8). The samples were frozen at −80 • C. Microarray analysis using Affymetrix Clariom S Assay, human (Applied Biosystems by Thermo Fisher Scientific Inc, Waltham, MA, USA, 902927) was performed as previously described [40] . For transcriptome analysis, fragmented biotin-labeled ds cDNA was hybridized to Clari-omTM S arrays (ClariomTM S arrays, human). After staining, arrays were scanned with Affymetrix Gene-Chip Scanner-3000-7G (Applied Biosystems by Thermo Fisher Scientific Inc, Waltham, MA, USA) while quality control analysis was performed using GeneChip Command Console Software (GCC) v5.0. Transcriptome analysis was performed at the transcriptomics core facility at the Center for Molecular Medicine Cologne (CMMC). Differentially regulated genes were determined with the Transcriptome Analysis Console (TAC, Applied Biosystems by Thermo Fisher Scientific Inc., Waltham, MA, USA) after uploading the CEL files, based on a fold change cut-off of +/− 1.5 (Log2 FC +/− 0.59) and FDR p-value of 0.05. The microarray data are deposited in the public Gene Expression Omnibus (GEO) database under the accession no. GSE168514 (Available online: www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE168514) (accessed on 20 July 2021).

Experiments were performed at least 3 times and data are represented as mean +/− SD unless stated otherwise. Statistical evaluation was performed by using R. If ANOVA assumptions were met, parametric testing was performed with one-way ANOVA and subsequent Tukey's HSD multiple pairwise comparisons. If either one of the ANOVA assumptions were not met, non-parametric testing was performed with Kruskal-Wallis rank sum test and subsequent pairwise Wilcoxon-test with Benjamini & Hochberg corrections for multiple comparisons.

When we looked at PC proliferation after estradiol (E2) treatment, no significant effect was observed ( Figure S2a ). As a positive control, we used fetal bovine serum (FBS) (2% and 5%) and platelet-derived growth factor (PDGF) -BB (20 ng/mL) and all of them significantly increased cell number from 100% to 201% (FBS 2%, p < 0.0001), to 444% (FBS 5%, p < 0.0001) and to 178% (PDGF, p < 0.0001), respectively ( Figure S2b ). Furthermore, the possibility of opposing effects of the different ERs was tested by using ER-agonists. Neither of the used agonists PPT (ER-α-agonist), DPN (ER-β-agonist) and G-1 (GPER-agonist) significantly changed the proliferation of pericytes ( Figure S2c ).

To further investigate estradiol's action on PC function, scratch-wound assays were performed in presence of different concentrations of estradiol. The results showed an inhibition of migration at all considered concentrations of E2 by 30% (10 −7 M), 32% (10 −8 M) and 34% (10 −9 M, all p < 0.0001) ( Figure 1 ). PDGF-BB (20 ng/mL) and FBS (2%) were used as positive controls and increased migration by 59% and by 50%, respectively (both p < 0.0001) ( Figure S3 ).

To assess whether inhibitory effects of estrogen on PC migration were ER mediated, the expression of estrogen receptors (ERs) in pericytes (PCs) was verified by Western blotting. As shown in Figure 2a , all three ERs (ER-alpha, ER-beta and GPER) are well expressed in brain PCs. The estimated molecular weights of the receptors are 66 kDa for ER-alpha, 58 kDa for ER-beta and 42 kDa for the G-protein coupled ER (GPER). Importantly, as shown in the dot plot and representative contrast enhanced photomicrographs, blocking of ERs by pretreating the cells with the non-selective ER-antagonist ICI 182780 completely abrogated the effects of E2 on PC migration (Figure 2b ,c).

Several studies have shown that following stroke and other brain injuries PCs migrate away from the BBB [30, 41, 42] . The inflammatory mediator tumor necrosis factor alpha (TNFα) is one of the prominent cytokines known to be upregulated after stroke and is related to BBB break-down, as observed by us and many others [34, 43] (Figure S4 ). Since TNFα has also been shown to increase PC migration in vitro [32, 33] , we investigated the effect of E2 on TNFα-induced migration of PCs. After confirming the increase in PC migration upon TNFα treatment at several concentrations (0.1 ng/mL-10 ng/mL) ( Figure S5 ), we further applied E2 treatment in combination with TNFα (10 ng/mL). E2 treatment reduced TNFα-induced migration of PCs from 161% (p < 0.0001) back to basal levels of 93% (p < 0.0001) ( Figure 3 ).

Estradiol inhibits pericyte (PC) migration. Cell migration was assessed using wound healing assays in confluent PC monolayers. Cells were treated with different concentrations of E2 (10 −7 , 10 −8 and 10 −9 M) after the scratch was induced and wound closure was determined after 10h. Representative images are shown for T0 and T10 for each condition Experiments were performed at least 3 times in triplicates and data represent mean +/− sd. **** p < 0.0001. "Rel.": Relative; "Conc.": Concentration.

To assess whether inhibitory effects of estrogen on PC migration were ER mediated, the expression of estrogen receptors (ERs) in pericytes (PCs) was verified by Western blotting. As shown in Figure 2a , all three ERs (ER-alpha, ER-beta and GPER) are well expressed in brain PCs. The estimated molecular weights of the receptors are 66 kDa for ERalpha, 58 kDa for ER-beta and 42 kDa for the G-protein coupled ER (GPER). Importantly, as shown in the dot plot and representative contrast enhanced photomicrographs, blocking of ERs by pretreating the cells with the non-selective ER-antagonist ICI 182780 completely abrogated the effects of E2 on PC migration (Figure 2b,c) . Estradiol inhibits pericyte (PC) migration. Cell migration was assessed using wound healing assays in confluent PC monolayers. Cells were treated with different concentrations of E2 (10 −7 , 10 −8 and 10 −9 M) after the scratch was induced and wound closure was determined after 10 h. Representative images are shown for T0 and T10 for each condition Experiments were performed at least 3 times in triplicates and data represent mean +/− sd. **** p < 0.0001. "Rel.": Relative; "Conc.": Concentration.

In a next step, the molecular pathway underlying the inhibitory action of estrogen on PC migration was assessed by Western blot analysis and by using pharmacological inhibitors. E2 reduced TNFα-induced phosphorylation of MAPK (at Thr202/Tyr204) from 200% (p < 0.0001) back to 119% (p < 0.05) and of AKT (at Ser473) from 164% (p < 0.001) to 114% (p < 0.05) (Figure 4a ,b). By treating the cells with pharmacological inhibitors for the two kinases, only pMAPK inhibitor (PD 98059) prevented TNFα-induced migration, whereas pAKT inhibition with triciribine (TCN) showed no inhibitory effect on PC migration (Figure 5a ,b). To further confirm this finding, a pharmacological inhibitor Cells 2021, 10, 2314 7 of 23 for PI3K, which is an upstream kinase of AKT, was used. Pre-treatment with the PI3Kinhibitor LY0294002 also did not inhibit TNFα-stimulated migration ( Figure 6a ). Importantly, AKT-phosphorylation was decreased by the applied concentrations of both, LY and TCN ( Figure 6b ). Representative contrast adjusted photomicrographs (for clarity) depicting wounds at T0 and T10 for each condition (c). Experiments were performed at least 3 times in triplicates and data represent mean +/-sd. ns p > 0.05, ** p < 0.01. "Rel.": Relative.

Several studies have shown that following stroke and other brain injuries PCs migrate away from the BBB [30, 41, 42] . The inflammatory mediator tumor necrosis factor alpha (TNFα) is one of the prominent cytokines known to be upregulated after stroke and is related to BBB break-down, as observed by us and many others [34, 43] ( Figure S4 ). Since TNFα has also been shown to increase PC migration in vitro [32, 33] , we investigated the effect of E2 on TNFα-induced migration of PCs. After confirming the increase in PC migration upon TNFα treatment at several concentrations (0.1 ng/mL-10 ng/mL) ( Figure S5 ), we further applied E2 treatment in combination with TNFα (10 ng/mL). E2 treatment reduced TNFα-induced migration of PCs from 161% (p < 0.0001) back to basal levels of 93% (p < 0.0001) ( Figure 3 ). presence of ER-alpha, ER-beta and G-protein-coupled ER (GPER) (a). Wound healing assays showing the role of ERs in mediating E2 actions on PC migration. The non-selective ER-antagonist ICI 182780 (10 −6 M) or vehicle was applied for 30 min before making the scratch and cells were treated with E2 (10 −8 M) or ICI (10 −6 M) or E2 + ICI and compared to vehicle. Wound closure was assessed after 10 h (b). Representative contrast adjusted photomicrographs (for clarity) depicting wounds at T0 and T10 for each condition (c). Experiments were performed at least 3 times in triplicates and data represent mean +/− sd. ns p > 0.05, ** p < 0.01. "Rel.": Relative.

To investigate which ER is responsible for the inhibitory effects of E2 on TNFα-induced PC migration, we used selective ER-agonists and -antagonists. ER-α-agonist PPT reduced TNFα-induced migration from 143% to 107% (p < 0.05) and ER-β-agonist DPN to 103% (p < 0.05), while no significant effect was observed with G-1, the selective agonist for GPER (Figure 7a ,b). PPT and DPN mimicked the inhibitory effect of E2 and inhibited basal PC migration by 27% (PPT, p < 0.05) and 32% (DPN, p < 0.01) ( Figure S6 ). To confirm the importance of ER-α and ER-β in mediating the effects of estradiol on PC migration, we applied selective ER-α-and ER-β-antagonist. Both, MPP (ER-α-antagonist) as well as PHTPP (ER-β-antagonist) abrogated the inhibitory effects of estradiol on PC migration ( Figure S7 ). . Estradiol (E2) inhibits TNFα-induced pericyte migration. Migration of pericytes was assessed using wound closure assay. After the scratch was made, cells were either treated with E2 (10 nM), TNFα (10 ng/mL), a combination of the two or vehicle (Ctrl) (a). Wound closure was assessed after 10 h and representative images are shown at T0 and T10 (b). Experiments were performed 3 times in at least triplicates and data represent mean +/-sd. **** p < 0.0001, compared to Ctrl. † † † p < 0.001, compared to TNFα. "Rel.": Relative.

In a next step, the molecular pathway underlying the inhibitory action of estrogen on PC migration was assessed by Western blot analysis and by using pharmacological inhibitors. E2 reduced TNFα-induced phosphorylation of MAPK (at Thr202/Tyr204) from 200% (p < 0.0001) back to 119% (p < 0.05) and of AKT (at Ser473) from 164% (p < 0.001) to 114% (p < 0.05) (Figure 4a,b) . By treating the cells with pharmacological inhibitors for the two kinases, only pMAPK inhibitor (PD 98059) prevented TNFα-induced migration, whereas pAKT inhibition with triciribine (TCN) showed no inhibitory effect on PC migration (Figure 5a,b) . To further confirm this finding, a pharmacological inhibitor for PI3K, which is an upstream kinase of AKT, was used. Pre-treatment with the PI3K-inhibitor LY0294002 also did not inhibit TNFα-stimulated migration (Figure 6a ). Importantly, AKT-phosphorylation was decreased by the applied concentrations of both, LY and TCN (Figure 6b ). . Estradiol (E2) inhibits TNFα-induced pericyte migration. Migration of pericytes was assessed using wound closure assay. After the scratch was made, cells were either treated with E2 (10 nM), TNFα (10 ng/mL), a combination of the two or vehicle (Ctrl) (a). Wound closure was assessed after 10 h and representative images are shown at T0 and T10 (b). Experiments were performed 3 times in at least triplicates and data represent mean +/− sd. **** p < 0.0001, compared to Ctrl. † † † p < 0.001, compared to TNFα. "Rel.": Relative. AKT phosphorylation at Serine residue 473 (b) are shown below the graph. Total MAPK and total AKT expression levels were taken for normalization. Experiments were performed 3 times in 3 to 5 replicates each and data represent mean +/− sd. *** p < 0.001, **** p < 0.0001, compared to Ctrl. † p < 0.05 compared to TNFα. 

To investigate which ER is responsible for the inhibitory effects of E2 on TNFα-induced PC migration, we used selective ER-agonists and -antagonists. ER-α-agonist PPT 

In order to determine potential genes involved in our observation of decreased cell migration upon estradiol treatment in PCs, we conducted microarray analysis in E2 and vehicle treated PCs. We found 37 differentially regulated genes (DRGs), out of which 9 genes were up-and 28 genes were downregulated upon E2 treatment (Figure 8) . A list of the top up-and downregulated genes can be found in the supplementary Tables S1 and S2. Submitting the expression data to pathway analysis yielded no statistically significant results. Interestingly, many of the E2-regulated genes are related to migration as well as metastasis formation in different cancer types (Table 1 ).

Estrogen receptor (ER)-alpha and ER-beta are responsible for estrogen-mediated downregulation of TNFα-induced migration in pericytes (PCs). PCs were treated with agonists for ER-α (PPT), ER-β (DPN) and GPER (G-1) (10 −7 M) or vehicle in presence of TNFα (10 ng/mL) after a scratch wound was induced (a). Relative wound closure was assessed after 10 h and representative images are shown on the right side of the graph for T0 and T10 (b). Experiments were performed 3 times in triplicates or duplicates and data represent mean +/− sd. ** p < 0.01, compared to Ctrl; ns p > 0.05, † p < 0.05, compared to TNFα. "Rel.": Relative.

In order to determine potential genes involved in our observation of decreased cell migration upon estradiol treatment in PCs, we conducted microarray analysis in E2 and vehicle treated PCs. We found 37 differentially regulated genes (DRGs), out of which 9 genes were up-and 28 genes were downregulated upon E2 treatment (Figure 8) . A list of the top up-and downregulated genes can be found in the supplementary Tables S1 and S2. Submitting the expression data to pathway analysis yielded no statistically significant results. Interestingly, many of the E2-regulated genes are related to migration as well as metastasis formation in different cancer types (Table 1 ). 

In order to demonstrate the importance of E2 action on the function of the BBB, we also looked at the effect of E2 by means of barrier function studies with endothelial cells (ECs). We and others previously showed that co-culturing ECs and PCs on the opposite side of a permeable membrane in transwell inserts results in an increased barrier function [40, [65] [66] [67] . Here, we assessed barrier function of ECs by measuring transendothelial electric resistance (TEER) in mono-cultured ECs and ECs co-cultured with PCs in presence or absence of E2. Interestingly, we found that TEER is increased upon E2 treatment in co-cultured ECs (by 17%, p < 0.01), whereas no effect of E2 was observed in endothelial monolayers (Figure 9 ).

To investigate potential genes and underlying mechanisms that contribute to the observed increase in barrier function (TEER) after E2 treatment in ECs co-cultured with PCs, we performed different microarray analysis in co-cultured cells. While the changes induced by estradiol in mono-and co-cultured endothelial cells were minimal (supplementary Tables S3 and S4), we found a bigger impact of E2 in co-cultured PCs. A total of 15 DRGs was detected, with 13 thereof being up-and 2 being downregulated ( Figure 10 ). The top up-and downregulated genes, when employing a FC +/− cutoff of 2, are listed in supplementary Tables S5 and S6 . Interestingly, some of these DRGs are involved in migration/metastasis (TARSL2, BEND6, HIST1H3I, HIST1H4D) as well as barrier function (BEND6) ( Table 2) . 

To investigate potential genes and underlying mechanisms that contribute to the o served increase in barrier function (TEER) after E2 treatment in ECs co-cultured with PC we performed different microarray analysis in co-cultured cells. While the changes duced by estradiol in mono-and co-cultured endothelial cells were minimal (suppleme  tary Tables S3 and S4) , we found a bigger impact of E2 in co-cultured PCs. A total of DRGs was detected, with 13 thereof being up-and 2 being downregulated (Figure 1 The top up-and downregulated genes, when employing a FC +/− cutoff of 2, are listed supplementary Tables S5 and S6. Interestingly, some of these DRGs are involved in m gration/metastasis (TARSL2, BEND6, HIST1H3I, HIST1H4D) as well as barrier functi (BEND6) ( Table 2 ).

Endothelial cells were grown on permeable transwell inserts alone (a) or in co-culture with PCs on the opposite site of the porous membrane (b). Cells were treated with estradiol (E2, 10 −8 M) or vehicle (Ctrl, DMSO) for 48 h and barrier function was measured by means of transendothelial electric resistance measurements with a cellZscope instrument. Experiments were performed 3 times in triplicates or duplicates and data represent mean +/− sd. ns p > 0.05, ** p < 0.01, compared to Ctrl. Table 2 . Differentially regulated genes involved in migration and/or barrier function in estradioland control-treated pericytes that were co-cultured with endothelial cells.

Gene Description 

The protective effects of estrogen on the neurovascular system have extensively been investigated, but mainly with regard to its action on endothelial cells (ECs) and vascular smooth muscle cells (VSMCs), while modulatory effects on pericytes (PCs) were not taken into account. Blood-brain barrier (BBB) disruption is a prominent pathological feature of many different neurovascular disorders, including stroke [5, 74] . Since conflicting results regarding effects of estrogen on endothelial barrier integrity have been noticed in the past [6, 10, 12, 13] , we hypothesized that PCs might contribute to estrogen's neuroprotective effects observed in many in vivo as well as clinical and observational studies. The present work demonstrates a novel potential mechanism of estrogen's neuroprotective action by regulating PC migration.

The expression of estrogen receptors (ERs) has been investigated and confirmed in various regions of the brain in different cell types like ECs, neurons, glial cells as well as astrocytes [75] [76] [77] [78] . However, to the best of our knowledge, their expression in PCs remains unknown. We showed for the first time the expression of all three ERs (ER-α, ER-β and GPER) in human brain PCs on the protein level. Additionally, during our search we found no publications regarding the direct effects of estrogen on PC function, thereby making the findings of the present study unique.

In order to investigate the effects of estrogen action on PC function, we assessed cell proliferation and migration after E2 treatment. E2 is the most potent of the three main estrogens estrone (E1), estradiol (E2) and estriol (E3) [79] and most often used when investigating effects of estrogens in vitro. In PCs treated with E2, we did not observe any effects on cell growth. As positive controls, we used fetal bovine serum (FBS) and PDGF-B, which are common inducers of cell growth in PCs [80] . Both, FBS and PDGF-B induced the growth of PCs. The possibility of a masking effect due to opposing effects of different ERs was also tested by using selective ER-agonists and can be excluded.

Many in vivo and in vitro studies have shown PC degeneration and migration away from the vascular wall acutely after traumatic brain injury, stroke and cerebral ischemia which is correlated with increased permeability of the vessels [30, 42, 81, 82] . Our finding of reduced PC migration upon E2 treatment proposes a novel mechanism by which estrogen might inhibit this important step in disease progression. To highlight our finding also under pathological situations, we induced PC migration by the inflammatory cytokine tumor necrosis factor alpha (TNFα), which is known to be upregulated in several diseases and associated with BBB breakdown in conditions such as ischemic stroke, meningitis and sepsis [83] [84] [85] [86] [87] . We have observed its disruptive effects on EC barrier function in our 2D BBB model with the human brain endothelial cell line hCMEC/D3 on porous transwell inserts, confirming what has been shown in other in vitro studies [88, 89] . As early as 3 h after ischemic stroke, TNFα mRNA levels are increased and protein expression follows to rise at around 6 h post stroke [90] . Interestingly, we found that E2 stably inhibited TNFα-induced migration of PCs. While the stimulatory effect of TNFα on PC migration has been shown before [91] , the inhibitory role of E2 is a novel finding. The counteraction of estrogen and TNFα signaling in the cardiovascular system has been investigated in several in vitro and in vivo studies [92] [93] [94] [95] , serving as support for our observation. For example, E2 inhibits TNFα-induced migration and proliferation of SMCs, which are phenotypically similar to PCs [21] . Moreover, different studies demonstrate downregulated TNFα gene transcription and protein expression by estrogens [95] [96] [97] . The fact that among cytokines, TNFα is one of the most potent inducer of inflammatory responses in PCs [86] highlights the importance of the observed antagonizing action of E2 on TNFα-mediated changes in PC migration.

The molecular mechanism by which E2 inhibits TNFα-induced migration involves repression of MAPK phosphorylation. Despite the fact that E2 reduced TNFα-stimulated phosphorylation of AKT in PCs, inhibiting AKT phosphorylation with pharmacological inhibitors (triciribine and LY0294002) did not mimic the inhibitory effect of E2 on TNFαstimulated migration in PCs. The applied concentrations of the two inhibitors, however, drastically decreased AKT phosphorylation, demonstrating their inhibitory potency. In contrast to Akt inhibitors, PD98059, the pharmacological inhibitor for ERK1/2, significantly reduced TNFα-induced migration back to basal levels. Increased MAPK-phosphorylation has also been shown in another in vitro study to induce migration in PCs [98] . Furthermore, Takata et al. showed that TNFα induces PC migration via MMP-9 release, and that MMP-9 expression is increased via activation of the PI3K/AKT cascade and MAPK pathways [33] . However, no direct link between AKT-/MAPK-phosphorylation and induced migration was made in this study. Moreover, in rats, the neuroprotective effects of estradiol were linked to attenuated ERK1/2 activation in the ischemic brain [99] . While estrogen signaling is associated with increased phosphorylation of MAPK and AKT in endothelial cells, thereby promoting migration and proliferation, its action on the same kinase cascades in VSMC is just the opposite, with a resulting decrease in mitogenic function. Since PCs are phenotypically similar to VSMCs and seem to stem from the same cell lineage [21] , our results fall in line with the previously mentioned observation of a decreased activity of these kinase-cascades upon E2 treatment in VSMCs.

Determining the involvement of ER subtypes is an important step for therapeutics development, since considerable differences exist with regard to function between the three subtypes and ER specificity in different tissues [100, 101] . We therefore elucidated the involvement of ERs in mediating estrogen's inhibitory effects on PC migration and found ER-β as well as ER-α to be responsible for the inhibition of TNFα-induced PC migration by E2. Interestingly, ER-β signaling is responsible for counteracting many other TNFα-induced cellular changes by estrogen in vascular cells [6, 93, [102] [103] [104] . Nevertheless, we also observed participation of ER-α in suppressing the TNFα-induced migration in PCs. There are, indeed, different studies showing that the neuroprotective effects of estrogen are mediated by ER-α or a combination of ER-α and ER-β [105, 106] . This indicates that there might be different molecular mechanisms by which E2 exerts its anti-inflammatory effects in PCs.

The relevance of PCs with regard to BBB induction and/or protection by estrogen, is further demonstrated by our findings in EC barrier function studies. E2 improved barrier function in EC-PC co-cultures but had no effect on EC monolayers. While an investigation to the underlying cause of this observation was not in the scope of the present study, reduced migration of PCs might be one potential mechanism. Other possible explanations include reduced PC apoptosis, PC contraction or the regulation of signaling molecules between ECs and PCs by E2. Indeed, Glinskii et al. demonstrated effects of E2 on PDGF-B release by ECs which in turn impacts PC recruitment and vessel stabilization. To further gain insights into the intracellular mechanisms that may be involved, transcriptomics analysis was conducted on genes modulated by estradiol in PCs using microarrays. Interestingly in the list of highly regulated genes by estradiol, many were regulators of cell migration. Importantly, estradiol downregulated genes that are known to induce cell migration and upregulated those mediating inhibitory actions on migratory activity. In this context, estradiol down regulated: ZFYVE16, a FYVE zink finger family protein (also called endofin) that regulates cell adhesion and induces cell migration [46] by regulating TGFβ signaling pathway and is downregulated by ER-β in cancer cells [47] ; and epiregulin, which stimulates cell migration via MAPK activation [57] . Additionally, estradiol downregulated multiple other genes known to induce cell migration, i.e., B3GNT5, a sphingolipid metabolic enzyme [58] ; FADS1 [44] , MIR1908 (a cholesterol responsive miRNA [45] ); nucleoporin 58 kDa (NUP58) [55] ; TOPORS [53, 54] ; Six homeobox 4 [48] ; Retinoblastoma binding protein-9 (RBBP9) [49] .

Apart from downregulating genes that induce cell migration, treatment with estradiol upregulated some genes that are involved in cell survival and some are known to inhibit cell migration. In this context, estradiol upregulated: REXO4 or Xenopus gene which prevents mitotic catastrophe (XPMC2) and its human analog, hPMC2, regulate quinone reductase activity via ER-β [59] . Activation of Quinone reductase regulates cell fate decisions during stress/oxidative injury. Importantly, knock down of NAD [P]:quinone oxidoreductase-1 aggravates cancer growth and cell migration [60] ; NDUFAF6 or NADH dehydrogenase (ubiquinone) complex 1, assembly factor 6 which is the largest complex of the mitochondrial electron transport chain and known to inhibit cell migration and metastasis [61] . Other tumor suppressor genes which inhibit cell migration, metastasis, invasion and that were induced by estradiol in pericytes include GLIPR1L1 [64] ; ZNF582-AS1 (a novel lncRNA) [62] ; DACT1 [63] . Additionally, estradiol upregulated: suprabasin (SBSN), a cell differentiation protein, knockdown of which has contractile effects on blood vessels [107] , an effect associated with barrier disruption; NPR2 which mediates the neuroprotective actions of C-type natriuretic peptide against hypoxia-ischemia brain injury and regulates microcirculatory flow and blood pressure by acting on pericytes [108] ; and VEGF-C, a VEGF isoform which effects lymphatic vessels. VEGF also promotes pericyte growth and coverage of brain capillaries [109] . Together these observations suggest that estradiol largely induces anti-migratory mechanisms to protect and prevent barrier disruption, moreover, it upregulates mechanisms to maintain pericyte survival and well-being.

Although estradiol modulated multiple genes in PC monocultures, it significantly modulated fewer genes in pericytes co-cultured with endothelial cells. Within the upregulated genes TARSL2 [68] and BEND6 [69] have been shown to directly or indirectly inhibit migration/metastasis. Additionally, downregulation of BEND6, a nuclear antagonist of NOTCH, has been observed following BBB disruption [70] . Interestingly, two histone associated genes HIST1H31 and HIST1H4D were downregulated and histone variants are known to facilitate cell motility/migration [71] [72] [73] . Taken together, our findings from the co-cultured system provide evidence that estradiol may induce its protective action against BBB disruption by preventing the migration of pericytes from endothelial basolateral surface and by increasing factors that promote BBB induction.

A limitation of this study is the pure in vitro character of the performed experiments. Since cell responses can substantially be affected by neighboring cell types, it is essential to verify the present findings also under in vivo conditions. Furthermore, the PCs used for conducting the experiments of this study were of male origin. Since genes expressed on sex chromosomes can have marked impacts on the function of cells, it would be important to perform these experiments also in female cells, in order to make conclusive statements [110] . Furthermore, since only two aspects of PC function have been addressed in this study, it would also be important to investigate the effect of estrogen on other aspects of cellular function such as cell viability under for example hypoxic conditions or in response to TNFα stimulation. Since E2 is a well-recognized inducer of nitric oxide (NO) in the vasculature, and TNFα is associated with reduced endothelial nitric oxide synthase expression and a related decrease in vasorelaxation [97] , potential modulatory effects of E2 on ischemiainduced changes in NO production in PCs would be an interesting approach to investigate additional mechanisms of estrogen-mediated neuroprotection.

In two recent publications [38, 40] , we have shown the modulatory effects of brain microvascular ECs and PCs on genes and BBB function. We also observed dramatic changes in interferon-associated genes and pro-as well as anti-inflammatory cytokines. Collectively, these changes resulted in improved BBB function. Since many of the altered genes were antiviral, together with the fact that capillary pericytes are damaged [111] and interferon levels are decreased in subjects with COVID [112] , it is tempting to speculate that the estradiol may protect pericytes against TNFα-induced damage and limit organ damage by preserving barrier function. This may potentially explain the gender based differences in COVID-induced organ damage, disease severity and mortality, where age-matched premenopausal women are protected compared to men, while this effect seems to be lost in postmenopausal women (unpublished findings, doi:10.1101/2020.07.30.20164921) [113] . It is feasible that estradiol may prevent capillary damage by upregulating antiviral mechanisms and preserving pericyte function. This contention is further supported by the fact that TNFα is significantly increased in COVID 19 subjects [114] and our findings that estradiol inhibits TNFα-induced migration of pericytes.

In conclusion, the present study contributes to a better mechanistic understanding of estrogen's well-known anti-inflammatory and neuroprotective actions. Our findings postulate that estrogen receptor alpha and -beta signaling might lead to reduced PC detachment from the vessel wall in response to inflammatory stimuli by downregulation of cytokine-induced MAPK phosphorylation, thereby protecting BBB integrity and preventing a cascade of events leading to further aggravation of the condition.

Supplementary Materials: The following are available online at https://www.mdpi.com/article/10.3 390/cells10092314/s1. Figure S1 . Schematic representation of experimental set-up for the scratch/woundclosure assay. Figure S2 . Estradiol (E2) has no impact on pericyte (PC) proliferation/platelet-derived growth factor (PDGF)-BB and fetal bovine serum (FBS) increase PC proliferation/ER-agonists have no effect on PC proliferation. Figure S3 . FBS and PDGF-BB induce migration in pericytes (PCs). Figure S4 . TNFα reduces barrier function of an endothelial monolayer in vitro. Figure S5 . TNFα induces pericyte (PC) migration. Figure S6 . Estrogen receptors ER-α and ER-β are responsible for estrogen-mediated downregulation of pericyte migration. Figure S7 . ER-α-and ER-β-antagonists block the effect of estradiol (E2) on pericyte (PC) migration. Table S1 . Top ten downregulated genes in estradiol treated pericytes; Table S2 . Upregulated genes in estradiol treated pericytes; Table S3 . Differentially regulated genes (DRGs) in estradiol treated endothelial cells; Table S4 . Differentially regulated gene (DRG) in endothelial cells (ECs) co-cultured with pericytes (PCs) and treated with estradiol; Table S5 . Downregulated genes in estradiol treated pericytes co-cultured with endothelial cells on the opposite side of a transwell insert; Table S6 . Top ten upregulated genes in estradiol treated pericytes co-cultured with endothelial cells on the opposite side of a transwell insert. Data Availability Statement: All data supporting the findings of this study are available within the article and its supplemental data file or from the corresponding author upon reasonable request.

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We thank Margit Henry and Tamara Rotshteyn from CMMC Gene Expression Affymetrix Facility, Cologne, Germany for microarray assays; and Pierre-Olivier Couraud (Institute COCHIN, Paris, France) for providing human Cerebral Microvascular Endothelial Cell line (hCMEC/D3).

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results. There is no conflict of interest, which could be perceived as prejudicing the impartiality of the research reported.