Results
Androgen secretion at the skin surface is required for S. aureus skin infection. 80
Higher androgen secretion is associated with S. aureus colonization and infection (4, 13, 20). S.
aureus colonization is significantly more common in men versus women (10–13) and S. aureus
induces greater necrosis in male murine skin infections compared to female mice (13). To confirm
these findings in a model of methicillin resistant S. aureus (MRSA) skin infection, we
epicutaneously infected male and female age-matched C57BL6 mice with a bioluminescent strain 85
of MRSA (MRSA::lux), which generates light in proportion to the number of colony forming units
present at the skin surface (21). Consistent with prior findings, we observed a two log fold
difference in MRSA infection in male mice compared to female mice (Fig. 1A and fig. S1) (13).
In keeping with our prior study in humans (17) , male mice also secrete greater amounts of
androgens at the skin surface compared to female mice (Fig. 1B, C). Taken together, these findings 90
demonstrate the association between high er androgen secretion and increased bacterial burdens
during S. aureus skin infection.
In addition to the increased burden of S. aureus in male patients, people with the
inflammatory skin condition atopic dermatitis are ubiquitously colonized by S. aureus (22–25),
with little understanding as to why S. aureus begins to dominate the skin surface in this setting 95
(22–25). Interestingly, the immune system in atopic dermatitis can directly regulate androgen
production through stimulation of a rate limiting enzyme in the synthesis of steroid hormones, 3β-
hydroxysteroid dehydrogenase 1 (HSD3B1) (18, 26, 27) (Fig. 1D). Thus, immune regulation of
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4
HSD3B1 in atopic dermatitis provides a second link between high androgen state s and S. aureus
colonization (18). To further dissect the link between androgens and S. aureus in vivo we created 100
mice lacking androgen production at the skin surface, through skin specific deletion of the mouse
ortholog to HSD3B1, Hsd3b6 (18). We used CRISPR/Cas-9 mediated gene targeting to insert loxP
sites around the first exon of the Hsd3b6 locus creating the Hsd3b6fl/fl mice (fig. S2A). We then
crossed these mice to a skin specific Cre driver (K14-Cre+/-) to generate the Hsd3b6∆skin (K14Cre+-
/; Hsd3b6fl/fl) mice and verified the loss of HSD3B6 expression by immunofluorescence (fig. S2B). 105
Hsd3b6∆skin mice displayed no visible phenotypes when reared in a specified-pathogen-free (SPF)
facility and displayed no signs of skin inflammation (fig. S2C). However, Hsd3b6∆skin mice had
marked reductions in the amount of testosterone, progesterone, and DHT secreted at the skin
surface compared to Hsd3b6 fl/fl mice (Fig. 1B-C, fig. S3A, B). Hsd3b6∆skin mice did not display
differences in serum production of hormones, weights, immune cell populations, or skin barrier 110
function (fig. S3C-F).
Next, we assessed the susceptibility of Hsd3b6 ∆skin mice to skin infection. Epicutaneous
infection of the Hsd3b6∆skin mice with MRSA::lux resulted in a marked reduction of MRSA skin
infection compared to the Hsd3b6fl/fl control mice infected with the same inoculum (Fig. 1E-F, fig.
S4A). Additionally, infection of female Hsd3b6∆skin mice with MRSA::lux was augmented by the 115
topical addition of testosterone at the skin surface (Fig. 1G-H , fig. S4B). Thus, the reduction of
testosterone, DHT, and progesterone at the skin surface protected the skin from skin infection and
treatment with exogenous testosterone promoted S. aureus infection of the skin. Reduction of skin
secreted hormones also abrogated sex-dependent differences in infection (Fig. 1E-H).
Testosterone and DHT activate agr quorum sensing and promote S. aureus pathogenesis. 120
To determine how hormones might regulate the S. aureus transcriptome, we next
sequenced RNA from S. aureus treated with testosterone compared to controls. Interestingly,
testosterone had a very narrow impact on the S. aureus regulon, with marked increases in the
expression of a few genes, agrB , agrD, agrC, agr A, psmα, psmβ, and RNAIII (Fig. 2A), all of
which are in the accessory gene regulator (agr) quorum-sensing pathway (5, 6, 28, 29) (Fig. 2B). 125
In contrast, pregnenolone, a hormone with a similar structure and carbon count to testosterone, had
no discernable impact on the S. aureus transcriptome (fig. S5A, B).
Agr activation occurs through transcriptional regulation of the P3 promoter (Fig. 2B) (5).
We therefore tested the impact of androgens on luminescent P3 promoter fusions of S. aureus
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5
(HG003 agrP3::lux) that generate bioluminescence in proportion to the activation of quorum 130
sensing (30). In this model, testosterone and DHT activated the agr P3 promoter, with similar
kinetics to the established ligand AIP -I (Fig. 2C). In contrast, estradiol and progesterone had no
impact on agr activation (fig. S5C-F). To confirm these findings, we quantified the transcription
of key readouts of agr activity, psmα and RNAIII, in the HG003 strain of S. aureus and
demonstrated that testosterone stimulates the expression of both transcripts (Fig. 2D) . Thus, 135
testosterone and DHT activate the transcription of the agr regulon in S. aureus , but estradiol,
pregnenolone, and progesterone do not.
Every staphylococcal isolate contains only a single copy of the agr system, and each
species produces different types of autoinducing AIP signal through variation in the agrBDCA
operon (5). There are four types of AIP signal made by S. aureus and HG003 falls into the agr 140
Type I class. To test the generality of t he effects of testosterone across agr types , we treated
additional strains with testosterone and measured psmα and RNAIII expression, including USA100
(Type II) and MW2 (Type III) (31–34). All strains showed robust expression of psmα and RNAIII
(Fig. 2E, F). T estosterone also activated the P3 promoter in Type II and Type III luminescent
strains ( fig. S5G, H ). Further, t estosterone stimulated the transcription of the agr regulated 145
virulence factors lukS-PV, hla, hld, the cytoplasmic regulator agrA (fig. S6A-D) and increased red
blood cell hemolysis and neutrophil killing capacity of S. aureus (Fig. 2G). These effects were
comparable to those of the established agr ligand AIP-I (Fig. 2C-G, fig. 6A-D). Greater than 90%
of strains are Type I-III (35, 36), suggesting that testosterone stimulates virulence across S. aureus
strains with active agr systems. Given the strong association between S. aureus and atopic 150
dermatitis (37), we also tested an array of strains obtained from diseased skin (25). Testosterone
treatment increased the transcription of psmα, RNAIII, and agrA in strains obtained from atopic
dermatitis skin (fig. S6E-G).
Consistent with our prior in vivo data (Fig. 1E), quorum sensing was quenched in
Hsd3b6∆skin mice infected with the quorum sensing reporter strain in comparison to Hsd3b6 fl/fl 155
mice (Fig. 2H, I. fig. S7A, B). Agr activation was also greater in male mice compared to female
mice (fig. S7 C). Taken together, these data show that the androgens testosterone and DHT
stimulate the agr quorum sensing system and promote S. aureus infection in vivo.
Androgens stimulate agr independently of the auto-inducing peptides.
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6
AIP, the established endogenous ligand of agr, is synthesized by the coordinated action of 160
integral membrane endopeptidases AgrB and MroQ on the ribosomally generated propetide AgrD
(Fig. 2B) (28, 29, 38). Thus, the biosynthesis mutant strain of S. aureus, ∆agrBD, lacks the ability
to auto-stimulate the agr quorum sensing system (9). We hypothesized that testosterone would
require AIP-I to activate agr. However, in the biosynthesis mutant, testosterone retained the ability
to activate agr associated phenotypes, including stimulation of P3 promoter transcripts, increased 165
hemolysis and neutrophil killing (Fig. 3A -C). These effects were dose dependent, with greater
concentrations of testosterone increasing transcription of RNAIII, agrA, agrC , and psmα (fig.
S8A). Additionally, we generated a biosynthesis mutant luminescent reporter ( ∆agrBD::lux) and
confirm that progesterone and estradiol ha d no effect on S. aureus. DHT and testosterone both
retained the capacity to stimulate bioluminescence (fig. S8B). Since AIP and testosterone could 170
act independently, we next wanted to test the impact of both AIP -I and testosterone on agr
signaling. Indeed treatment of S. aureus with testosterone had the capacity to augment AIP -I
signaling in a dose-dependent manner ( Fig. 3D, fig. S8C), establishing that testosterone may
synergize with AIP signals to regulate S. aureus pathogenesis.
Though cognate AIPs stimulate agr, non-cognate AIPs generated from other agr Types of 175
S. aureus can inhibit agr signaling and are in development as S. aureus therapeutics (5, 39) (fig.
S8D). Therefore, we tested how the stimulatory testosterone signal derived from the host might
compete with inhibitory signals derived from competing S. aureus species that generate non -
cognate AIPs, including AIP -II and AIP -III. Interestingly, when we exposed a Type-I strain to
equal low nanomolar concentrations of AIP -II and testosterone, quorum sensing was inhibi ted, 180
demonstrating that testosterone was unable to overcome inhibitory signals at the same
concentration (Fig. 3E, fig. S9A). However, at higher concentrations, testosterone stimulated agr
signaling and overcame the inhibitory AIP-II signal (Fig. 3E, fig. S9A). Similar dynamics were
observed with AIP-III (Fig. 3F, fig. S9B). Taken together, these findings suggest that the host
derived signal, testosterone, participates in the established crosstalk between competing microbes 185
at the skin surface, and when present at levels higher than the inhibitor can overcome inhibitory
signals generated towards S. aureus.
Lastly, we tested the effect of testosterone on the AIP biosynthesis mutant (∆agrBD::lux)
in vivo. Following epicutaneous infection, the biosynthesis mutant displayed a blunted infectious
phenotype in the Hsd3b6 ∆skin mice compared to Hsd3b6 fl/fl control (Fig. 3G, H ). As was true in 190
vitro, treatment with AIP-I or testosterone was able to boost S. aureus infection in vivo (Fig. 3G,
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7
H). These findings confirm that skin derived androgens facilitate epicutaneous infection in S.
aureus. Moreover, both exogenous AIP and testosterone are sufficient to increase infection at the
skin surface through enhanced expression of quorum sensing regulated virulence factors.
The AgrC histidine kinase is required for testosterone mediated stimulation of agr. 195
AIP stimulates the agr system through activation of the AgrC histidine kinase(5, 40). Once
activated, AgrC phosphorylates the response regulator AgrA, which in turn autoinduces
transcription of the Agr machinery (5, 41) (Fig. 2B). Given the specific impact of testosterone on
the agr quorum sensing system (Fig. 2A) and its ability to cooperate and compete with established
ligands of AgrC (Fig. 3)(40), we next tested if testosterone would require a complete AgrCA two-200
component system to regulate S. aureus virulence. We generated a constitutive bioluminescent
reporter deficient in A grC ( ∆agrC::lux)(9). In contrast to the ∆agrBD::lux, ∆agrC::lux did not
respond to testosterone (Figure 4A). Indeed, the inducing activity of testosterone on S. aureus
required both AgrC and AgrA (Fig. 4B-D, fig. S10 A-C) and skin infections with the AgrC mutant
had a muted infectious course (Fig. 4E,F, fig. S10D, E). Additionally, both in vitro and in vivo the 205
addition of exogenous testosterone or AIP -I was not able to rescue agr activation in the agrCA
deficient strains (Fig. 4B-D, fig. S10 A-C, F, G). Moreover, there were limited sex-differences in
infections with ∆agrC (Fig. 4E, fig. S10E).
To gain further insight on interactions between AgrC and testosterone, we predicted the
structure of the AgrC type I dimer using Alphafold2 (42, 43), and docked testosterone and AIP-I 210
in silico on the AgrC sensory domain (44 –46) (Fig. 4G, fig. S10H). Testosterone is predicted to
bind to a hydrophobic cleft distinct from the established A IP binding stie. An allosteric binding
site for testosterone is consistent with our studies demonstrating cooperative interactions between
AIP-I and testosterone in Type-I strains (Fig. 3D-F). Taken together with our prior findings, these
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515
Acknowledgments: Alex Croft, Ph.D. for discussions and aid in experimental design.
Funding:
National Institutes of Health grant NIAMS-K08AR076459 (TAH), NIAID-AI162964
(ARH) and NIAID-AI153185 (ARH) 520
VA Merit Award BX002711 (ARH)
Burroughs Wellcome Fund 1022777 (TAH)
Author contributions:
Conceptualization: TAH, MSJ, JK ARH, 525
Methodology: TAH, MSJ, JK, TS
Investigation: MSJ, MC, TS, MA, MB, RAK, JK
Visualization: MSJ, TAH, TS, RAK, JK,
Funding acquisition: TAH, ARH
(which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
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16
Project administration: TAH 530
Supervision: TAH, ARH
Writing – original draft: TAH, MSJ
Writing – review & editing: TAH, MSJ, MC, MB, TS, JK, ARH
535
Data availability: Sequencing data have been submitted to National Center for
Biotechnology Information Sequence Read Archive under BioProject accession number
PRJNA1071176.
Materials and methods
Mice
Conventionally raised C57BL6/J male and female mice aged 6-9 weeks old mice were purchased 735
from the Jackson Laboratory. C57BL6/J wild-type, K14 Cre+/-(60), and Hsd3b6fl/fl (fig. S2A) mice
were bred and maintained in the specific pathogen- free (SPF) barrier facility at the University of
Texas Southwestern Medical Center at Dallas. The generation of Hsd3b6 ΔSkin (K14Cre+/-;
Hsd3b6fl/fl) is described below. Mice were co -housed with 3–5 mice per cage in all experiments.
All mice were housed under a 12 -hour-light:12-hour-dark cycle. Mice were fed ad libitum with 740
free access to drinking water according to protocols approved by the Institutional Animal Care and
Use Committees (IACUC) of UT Southwestern Medical Center
Hsd3b6
fl/fl (C57BL6/J), with loxP sites surrounding the first coding exon of Hsd3b6 were generated
using CRISPR/Cas9 genome editing with guide RNAs targeting regions of the Hsd3b6 locus (fig. 745
S2A). Guide RNAs were injected into fertilized C57BL/6J embryos by the Children’s research
institute mouse genome engineering facility at UT Southwestern. Healthy blastocytes were
implanted in pseudo-pregnant mice. The resulting litter was screened by genomic sequencing to
detect insertion of loxP sites and mice were bred to homozygosity and backcrossed with wild-type
C57BL/6 mice. To generate K14Cre+/-;Hsd3b6fl/fl(Hsd3b6ΔSkin) mice, Hsd3b6fl/fl mice were crossed 750
with K14Cre+/- mice to generate K14Cre +/-;Hsd3b6fl/+ mice, K14Cre; Hsd3b6 fl/+ mice were
crossed to Hsd3b6 fl/fl mice to obtain experimental mice K14Cre; Hsd3b6 fl/fl ( Hsd3b6ΔSkin) and
corresponding controls, Hsd3b6fl/fl. Hsd3b6fl/fl and Hsd3b6ΔSkin status was determined using PCR
primers (Table S1) and resolving on a 3% Agarose gel.
755
Quantification of Serum and Skin Hormones in Mouse Samples
Age and sex matched Hsd3b6fl/fl and Hsd3b6ΔSkin mice were analyzed. Blood samples were
obtained from the retro- orbital vein of anesthetized mice followed by serum isolation with the
micro sample tube Serum Gel (SARSTEDT, Cat # 41.1378.005). Skin hormones were quantified
from skin secretions. After anes thesia with isoflurane, hair was removed with depilatory cream 760
and shaving. After 24h, Sebutape ® (Clinical and Derm LLC, Texas) was applied to dorsal surface
for 15 minutes (fig. S3A). Steroid extraction was performed as previously described (17, 18, 61,
62). Sebutape® was removed and placed in 3 ml of chromatography-mass spectrometry grade
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3
methanol (Thermo Fisher Scientific, Pittsburg, PA, Cat#A456- 500) in an 8 ml
polytetrafluorethylene/rubber-lined vial (Thermo Fisher Scientific, Cat#03 -343-3E). The sample 765
was then dried by vacuum centrifuge at 40°C and stored at −20°C until analysis. For analysis,
samples were reconstituted with 100 μL of kit assay buffer. Steroid Hormone Quantification of
progesterone, testosterone, and DHT was measured by mouse specific immunoassay (My
BioSource, USA, Cat# MBS7606191, MBS266250, MBS760829) following the manufacturer’s
instructions. 770
FACS analysis skin
Ear skin from the epidermis of 8- 12 weeks old wildtype, HSD3B6
fl/fl and HSD3B6Δskinmice were
digested with DNase -I at 1 -mg/mL (Sigma -Aldrich; DN25 -1G), Liberase -TL at 0.32- mg/mL
(Sigma-Aldrich; 5401020001), Collagenase -D at 6 -mg/mL (Sigma -Aldrich; 11088858001) in 775
RPMI media, minced and incubated for 1 hr at 37°C at 1400 rpm on a thermocycler, and passed
through a 70-µm cell separation filter. After washing, the cell pellet was suspended in FACS buffer
(PBS with 3% BSA and 2 mM EDTA). The cell suspensions were transferred to a 96 well plate
with v-bottom (Corning Inc: Costar; 3894) and processed further. Cell viability was determined
with Ghost-Dye-Red-710 (Cytek; SKU 13-0871-T100). To prevent non-specific antibody binding
780
the cells were stained with Fc receptor blocking with anti -mouse CD16/32 antibody (BD
Biosciences; 553142). Different cell populations were assessed with the following antibodies re -
suspended in FACS buffer for 15 minutes in 4°C. Brilliant -Violet (BV) -650-anti-CD45
(Biolegend; 103151), FITC -anti-CD3 (Cytek; SKU 35-0032- U025), BV -421-anti-CD11b
(Biolegend; ), BV711-anti- F4/80 (Biolegend;). The gating strategy used to determine cell 785
populations is as follows: For total leucocytes singlet live cells were gated on CD45+ markers,
from which the total T cells were identified as CD45+CD3+ cells, macrophages were identified as
CD45+CD11b+F4/80+ cells. Cells were acquired by using NovoCyte flow cytometer and analyzed
using NovoExpress software.
790
Immunofluorescence microscopy
Mouse skin samples were fixed in formalin and embedded in paraffin by the UT Southwestern
histology core. Samples were deparaffined with xylene followed by rehydration with decreasing
concentrations of ethanol. Heat induced antigen retrieval was attained i n 10 mM sodium citrate
buffer. Sections were washed briefly and blocked for an hour in blocking/permeabilization buffer 795
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4
(PBS+5% Goat serum+0.5%Triton X-100). Sections were incubated in blocking/permeabilization
buffer overnight with the following antibodies: anti -HSD3B6 (2.5 µg/mL; Biorbyt; orb592071),
anti- cytokeratin-14 (1 µg/mL; Santa Cruz Biotechnology; sc-53253). After a brief wash in PBST
(PBS+0.2% Tween-20) sections were incubated with corresponding secondary antibodies: Donkey
anti-rabbit alexa-fluor-647 (2 µg/mL; Jackson Immuno; 711-605-152), Donkey anti-mouse alexa-800
fluor-594 (2 µg/mL; Thermofisher Scientific; A -21203). The slides were then washed briefly in
PBST and mounted with 4, 6- diamidino-2-phenylindole (DAPI) containing mounting medium
(SouthernBiotech; 0100-20). Images were processed using ZEISS 780 confocal microscope.
TEWL measurement 805
Transepidermal water loss (TEWL), a measure of barrier function and integrity, of mice dorsal
skin was measured using Vapometer (Delfin Technologies) according to manufacturer
instructions(63).
Bacterial strains and plasmids
810
S. aureus strains (Table S1) were streaked on tryptic soy agar (TSA) plates and grown overnight
at 37 °C. Single colonies were selected and cultured in TSB at 150 RPM at 37 °C in a shaking
incubator overnight followed by a 1:100 subculture at 37 °C in a shaking incubator to obtain mid-
logarithmic phase bacteria. For fusion reporter strains, all in vitro cultures were performed using
TSB in the presence of 10 µg/mL of chloramphenicol. Bacteria were pelleted, washed, and re -815
suspended in either TSB for in vitro experiments or PBS for in vivo experiments. HG003, ΔagrC,
ΔagrBD, and ΔagrA mutant strains were obtained from Dr. Ferric Fang (9). S. aureus strains from
atopic dermatitis skin obtained from Drs. Julie Segre and Heidi Kong (25). All other strains from
the collections of the Horswill and the Harris-Tryon labs.
820
Construction of a lux expressing S. aureus strain
As described previously(64) , the integrated luxCDABEG cassette was transduced into S.
aureus strains HG003, ΔagrBD and ΔagrC obtained from the lab of Ferric Fang (9) using phage
11 generating strains AH6222 (lux+), AH6224 (lux+) and AH6223 (lux+), respectively.
825
In vitro luminescence assays
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5
S. aureus strains, HG003, ΔagrBD and ΔagrC expressing Lux (φ11::LL29luxCDABEG ) and
quorum sensing lux (pAmiAgrP3lux) plasmids (HG003 (AH6225) agr Type I, USA100 (AH430).
Type II and MW2 (AH1747) agr Type III) (52, 65, 66) were grown in TSB supplemented with
antibiotic selection and subcultured in TSB 1:200 into fresh TSB containing steroid hormone. 830
Assay completed in Opaque-sided, 96-well, clear bottom, tissue-culture treated plates with a final
well volume of 200 μL. Bioluminescent signals (photons/0.1 second acquisition time) were
measured by BioTek H1 Synergy plate reader. Experiments completed in triplicate, with agr type
specific AIPs AIP -I (Peptide Institute, Inc., Cat# 4515- v), AIP -II (Peptide Institute, Inc., Cat#
4516-v), and AIP-III(Peptide Institute, Inc., Cat# 4517-v) as positive control. 835
Hemolysis assay
Hemolysis assay completed as previously described (67) with the following modifications.
Overnight cultures of HG003, ΔagrBD, and ΔagrC strains were inoculated 1:200 into 10 mL of
TSB containing testosterone, AIP-I, or vehicle alone at concentrations of 10 nM. Cells were grown
840
to mid -log phase (OD600 nm 0.6). Supernatant of 1ml of culture was filter sterilized using
Millex® sterile syringe filters of 0.22 µm pore size (Cat#SLGV033RS). Filtered supernatant
diluted 1:1 with PBS was added to 25 µL of human blood to a 96- well V -bottom plate and
incubated with agitation at 37 oC for 1 hr. After spinning 1000RPM for 10 min, the supernatant
was transferred to a flat-bottom 96-well plate. Absorbance read at 541 nm for hemoglobin using a 845
BioTek H1 Synergy plate reader. % hemolysis calculated using the following formula: (A541 of
RBC treated sample-A541 of buffer)/ (A541 of H20-A541 of buffer) Buffer (PBS) = baseline, H20
= 100% hemolysis.
Neutrophil Killing assay 850
S. aureus induced neutrophil killing measured as previously described (68). HG003, ΔagrBD and
ΔagrC strains were treated with testosterone, AIP -I or vehicle at concentrations of 10nM and
allowed to grow to mid log phase (OD600nm 0.6). Purified Human Neutrophils (IQ Biosciences)
were seeded at 1 × 105 cells per well into 96 -well plate in 90 μL o f RPM I . 1 0 μL of bacterial
supernatants were added (final concentration of 10%). After 3h incubation at 37°C, 5% CO2, the 855
plates were centrifuged at 250g, 10 min, and resulting supernatants were used to measure lactate
dehydrogenase (LDH) leakage from damaged cells as the marker of neutrophil lysis with an
LDH Cytotoxicity Detection Kit (Invitrogen, Cat# 2570393). Percent neutrophil lysis was
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6
calculated using neutrophils incubated with 10% of RPMI as zero percent lysis control, and
neutrophils incubated with 0.2% Triton X-100 defined as 100 percent lysis. 860
Quantitative real-time PCR
HG003, USA100 (AH3684), MW2 (AH843), ΔagrBD, ΔagrA, ΔagrC and atopic dermatitis strains
were treated with testosterone and/or respective AIPs at concentrations of 10nM and allowed to
grow to mid-log phase (OD600nm 0.6). Cells were pelleted and lysed with lysis matrix B tubes
865
containing 0.1mm silica spheres (MP Lysing Matrix Tubes, Cat#174701) and lysostaphin (Sigma,
Cat# L7386) at room temperature, and RNA was purified using the RNeasy Mini Kit (Qiagen,
Cat# 74104). RNA was quantified by absorbance at 260 nm, and its purity wa s evaluated by the
ratios of absorbance at 260/280 nm. RNA was used as a template to generate cDNA with the High-
Capacity Reverse Transcription Kit (Applied Biosystems, Cat#01071619). Quantitative real-time
870
PCR was performed by amplifying cDNA with Power SYBR Green Master Mix (Applied
Biosystems, Cat# 2749999) and QuantStudio 7 Flex Real -Time PCR System (Applied
Biosystems). Relative expression values were calculated using the comparative Ct (ΔΔCt) method,
and transcript abundances were normalized to gyrA transcript abundance. The primer sequences
are shown in Table S2.
875
RNA Seq
RNAseq was performed as previously described (69) . Briefly, cultures of HG003 were grown in
TSB with 10nM testosterone, pregnenolone, or DMSO alone in triplicate to an optical density of
0.6 at OD600 nm. Cells were harvested and treated with RNA Protect Bacteria Reagent (Qiagen, 880
Cat# 76526). Cells were lysed using lysostaphin (Sigma, Cat# L7386) and RNA purified using the
RNeasy mini kit (Qiagen, Cat# 74104) and sample quality was affirmed via Bio analyzer (Agilent).
Ribosomal RNA was depleted using RiboCop for bacterial META Removal Kit (Lexogen). cDNA
libraries were generated at the University of Michigan Microbiome core using the CORALL RNA-
seq Library Prep Kit (Lexogen). Samples were barcoded, pooled and sequenced in 125×125
885
paired-end reads on an Illumina HiSeq 2000 sequencer. Raw sequencing reads in fastq format were
aligned and annotated to the S. aureus NCTC8325 reference genome with annotated sRNA (70)
using QiagenCLC Genomics Workbench default settings (version 21.0.5): mismatch cost, 2;
insertion and deletion cost, 3; length and similarity fraction, 0.8. Normalization and differential
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7
expression calculations of uniquely mapped bacterial transcripts were performed using CLC. All 890
transcripts with an FDR adjusted p-value <0.05 were considered significant.
S. aureus skin infections
Prior to mouse infection studies, mice were acclimatized to the animal biosafety level 2 (ABSL -
2) animal housing facility. Age, strain and sex matched C57BL/6 male and female mice, Hsd3b6fl/fl 895
and Hsd3b6ΔSkin were used in the study. A previously described mouse model of epicutaneous S.
aureus exposure was followed (21, 50) . Briefly, the dorsal skin of anesthetized mice (2%
isoflurane) were shaved and depilated (Nair cream). After 24 hours, bioluminescent S. aureus
strains were grown to mid-log- phase, pelleted and resuspended in PBS to achieve inoculum
containing 1×10
6 CFU. A 100 μL volume of PBS containing 1×106 CFU with or without 10nmoles 900
of testosterone, AIP -I, or the same volume of vehicle was placed on a sterile gauze pad and
attached to the shaved skin with transparent bio-occlusive dressing (Tegaderm; 3M, Henry Schein
medicals, Cat#1622W), and secured with adhesive bandages (BAND-AID, Johnson and Johnson,
American white cross, Cat#1275033) for 4 days. Photons emitted from luminescent bacteria were
collected during an auto exposure using the IVIS Lumina3 imager machine and living image
905
software (Xenogen, Alameda, CA). Bioluminescent image data are presented on a pseudocolor
scale (blue representing least intense and red representing the most intense signal) overlaid onto a
gray-scale photographic image. Using the image analysis tools in living image software, circular
analysis windows (of uniform area) were overlaid onto dorsal regions of infection area, and the
corresponding bioluminescence values (total flux) were measured and plotted versus days after
910
infection. Mice were randomly assigned to treatment groups, and at experimental endpoints, mice
were humanely euthanized using carbon dioxide inhalation.
Measurement of quorum sensing in vivo
S. aureus strains expressing quorum sensing lux (pAmiAgrP3lux) plasmids as described above
915
(30) were grown in TSB medium containing chloramphenicol overnight at 37 oC in a shaking
incubator set to 150 rpm. Overnight cultures were diluted 1:100 TSB with chloramphenicol to mid-
logarithmic phase and then pelleted and washed twice in PBS and resuspended in sterile saline.
100 μL of PBS inoculum suspensions containing 1×10
6 CFUs were placed on a sterile gauze pad
(1×1cm) and attached to the shaved skin with transparent bio- occlusive dressing, with or without 920
testosterone, enantiomer-testosterone, AIP-I, or vehicle (Tegaderm; 3M), and secured with 2 layers
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8
of adhesive bandages (BAND-AID, Johnson and Johnson). Beginning immediately after infection,
mice were imaged under isoflurane inhalation anesthesia (2%) and continued to take images for
every 1hr. Photons emitted from luminescent bacteria were collected during auto exposure using
the IVIS Lumina3 imager machine and living image software (Xenogen, Alameda, CA). 925
Corresponding bioluminescence values (total flux) were measured and plotted versus time after
infection.
In silico docking
The dimeric structure of AgrC was predicted using Alphafold2 (42, 43) as implemented in Colab
930
(42, 43) and then AIP-I was in silico docked using SWISSDOCK (44–46) onto the sensory domain
of a single subunit, consisting residues 1 through 207, using NMR derived coordinates for AIP -I
(44–46). The AIP -I docking solution that appeared most consistent with the structure -activity
relationships reviewed in Thoendel et al. (5, 6) was selected as the target AgrC-AIP-I complex for
docking of steroids, using stereospecific compound templates from PubChem; testosterone (CID 935
6013). All visualization of in silico results was done using PyMOL [ver 2.5.2, Schrödinger, LLC].
Quantification and Statistical Analysis
Statistical details of experiments can be found in the figure legends, including how significance
was defined and the statistical methods used. Data represent mean ± standard error of the mean.
940
Formal randomization techniques were not used; however, mice were allocated to experiments
randomly and samples were processed in an arbitrary order. Mouse skin samples that were
determined to be in the anagen hair cycle were excluded. All statistical analyses were performed
with GraphPad Prism software, except the bioluminescent imaging data that was analyzed as
described above. To assess the statistical significance of the difference between two treatments,
945
we used two-tailed Student’s t-tests. To assess the statistical significance of differences between
more than two treatments, we used one-way ANOVA. Outliers within experiments were identified
by Grubb’s test and removed. For the RNAseq experiments, expression data was analyzed with
CLC. All transcripts with an FDR adjusted p-value <0.05 were considered significant.
950
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Fig. S1. Sex bias of S. aureus skin infection. (A, B) Wildtype male mice (n=6) and female mice
(n=7) were epicutaneously challenged with 1×106 CFUs with bioluminescent MRSA (MRSA::lux)
for 3 days and bioluminescence quantified over time. (A) In vivo Bioluminescence images.
995
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Fig. S2. G eneration and validation of Hsd3b6 ∆skin mice by CRISPR/Cas9 genomic targeting.
(A) Schematic diagram of CRISPR/Cas9 -mediated gene insertion of loxP sites flanking the first
coding exon of the Hsd3b6 locus. (B) Immunofluorescence staining of HSD3B6 expression in
Hsd3b6fl/fl and Hsd3b6 ∆skin mice skin . Scale 50µM. (C) Hematoxylin and eosin staining of 1000
Hsd3b6fl/fl and Hsd3b6∆skin skin.
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Fig. S3. Analysis of the Hsd3b6 ∆skin mice compared to controls . (A) Skin secretions captured
with commercial Sebutape® applied to the dorsal skin after hair removal. Each hormone quantified
by hormone specific immunoassay. (B) Skin secreted progesterone quantified by immunoassay of
male and female Hsd3b6fl/fl and Hsd3b6∆skin mice. (C) Serum progesterone and DHT quantified by 1010
hormone immunoassay of male and female Hsd3b6 fl/fl and Hsd3b6 ∆skin mice. (D) Weight
measurements of male and female Hsd3b6fl/fl and Hsd3b6∆skin mice. (E) Transepidermal water loss
(TEWL), a measures of skin barrier integrity, of male and female Hsd3b6fl/fl and Hsd3b6∆skin mice
measured by Vapometer device . (F) Flow cytometry for macrophages, total leucocytes, and T -
cells (markers as shown), in the skin of Hsd3b6fl/fl and Hsd3b6∆skin mice. n as shown. Means ± SEM 1015
(error bars) are plotted.*p < 0.05; **p < 0.01; ***p < 0.001, ****p <0.0001, ns, not significant by
two-tailed unpaired t-test.
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Fig. S4. Hsd3b6∆skin mice are resistant to skin infection with S. aureus . (A) Male Hsd3b6fl/fl
(n=7) and Hsd3b6 ∆skin (n=7) mice were epicutaneously challenged with 1×10 6 CFUs with
bioluminescent MRSA (MRSA::lux) for 3 days and bioluminescence quantified over time. (B)
Female Hsd3b6∆skin mice were epicutaneously challenged with 1×10 6 CFUs with bioluminescent 1025
MRSA (MRSA::lux) for 3 days with or without testosterone(n=5) and vehicle (n=5).
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Fig. S5. Testosterone and DHT activate quorum sensing readouts in S. aureus , but other
hormone classes do not activate quorum sensing. (A, B) Transcriptomics (RNA-seq) of HG003
strain of S. aureus treated with 10nM testosterone, pregnenolone, or untreated with vehicle alone.
(A) Volcano plot demonstrating genes with >4-fold change in expression in testosterone
transcriptome compared to pregnenolone treated S. aureus, (n=3). (B) Volcano plot comparing the 1035
transcriptome of S. aureus treated with pregnenolone compared to vehicle control (n=3). (C-F) In
vitro bioluminescence of agr reporter (HG003 agrP3::lux) after treatment with 10nM of
testosterone (C), DHT (C, D), progesterone (C, E), AIP-I (C-F), or estradiol(C, F). (G, H) In vitro
bioluminescence of Type II (USA100 agrP3::lux ) (G) and Type III (MW2 agrP3::lux ) (H) agr
reporters treated with 10nM of testosterone (n=3). 1040
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Fig. S6. Testosterone stimulates the expression of virulence factors across strains of S. aureus.
(A-D) qRT-PCR of S. aureus agr Type I strain HG003 treated with 10nM Testosterone or AIP -I
(n=3) till mid -exponential growth. E xpression of target gene s, lukS-PV, hla, hld, and agrA
normalized to gyrA expression. (E-G) qRT-PCR of strains of S. aureus obtained from patients
with atopic dermatitis (25) and treated with 10nM of testosterone to the mid- exponential growth 1050
(n=3). Expression of target gene, psmα (E), RNAIII (F), and agrA (G), normalized to housekeeping
gene gyrA expression. Means ± SEM (error bars) are plotted.*p < 0.05; **p < 0.01; ***p < 0.001,
****p <0.0001, ns, not significant by two-tailed unpaired t-test.
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Fig. S7. Sexual dimorphism of agr quorum sensing in vivo. (A -C) In vivo analysis of agr- P3
reporter. Female Hsd3b6fl/fl and Hsd3b6∆skin mice were epicuataneously infected with 1×106 CFUs
of the agr-P3lux and bioluminescence quantified over time . (A) Kinetics and (B) representative 1060
images. (C) Comparison between male (Fig 2H) and female Hsd3b6fl/fl mice. Aggregate of two
experiments, n=5 male and n=5 female mice. Means ± SEM (error bars) are plotted.*p < 0.05; **p
< 0.01; ***p < 0.001, ****p <0.0001, ns, not significant by two-tailed unpaired t-test.
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19
Fig. S8. Testosterone stimulates agr quorum sensing in S. aureus in a dose dependent
manner, independent of the autoinducing peptides (AIP).
(A) S. aureus biosynthetic mutant (ΔagrBD) treated with increasing doses of testosterone, followed
by qRT-PCR. RNAIII, agrA, agrC, and psmα expression normalized to gyrA expression. (B) S. 1070
aureus biosynthetic mutant reporter ( ΔagrBD::lux) treated with 10nM t estosterone, DHT,
progesterone, or estradiol. (C) qRT -PCR for RNAIII expression in the biosynthetic mutant strain
treated with 10nM AIP-I and 10 nM or 100nM or testosterone . (D) Schematic diagram showing
inhibitory action of non-cognate AIPs on agr signaling. Means ± SEM (error bars) are plotted.*p <
0.05; **p < 0.01; ***p < 0.001, ****p <0.0001, ns, not significant by one-way ANOVA. 1075
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Fig. S9. Testosterone can overcome the inhibition of AgrC signaling in a dose dependent 1080
manner. (A, B ) qRT -PCR for RNAIII, agrA and agrC expression in the biosynthetic mutant ,
ΔagrBD, treated with AIP -II (A) or AIP -III (B) alone or in combination with increasing
concentrations of testosterone (10nM to 10µM) . Target gene expression normalized to
housekeeping gene gyr A. Means ± SEM (error bars) are plotted.*p < 0.05; **p < 0.01; ***p <
0.001, ****p <0.0001, ns, not significant by one-way ANOVA. 1085
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Fig. S10. T estosterone stimulation requires agrC in vivo and in vitro. (A-C) S. aureus ΔagrC
(A) and ΔagrA (B, C) mutant strains were treated with 10nM Testosterone, AIP -I, or untreated 1090
(vehicle). Psmα (B) and RNAIII (C) expression quantified by qRT -PCR and normalized to gyrA
expression. (D, E) Female wild-type mice were epicutaneoulsy infected with 1×106 CFUs of wild-
type (MRSA:: lux) (n=5) or agrC histidine kinase deficient ( ΔagrC::lux) ( n=6) bioluminescent
reporter strain of S. aureus and bioluminescence quantified over time. Bioluminescence images
(D) and infection kinetics from an aggregate of two experiments (E). (F, G) Male wildtype mice 1095
were infected for 3 days with 1×10 6 CFUs of Δ agrC::lux treated with testosterone ( n=5), AIP-I
(n=5) or vehicle ( n=5) control. Bioluminescence images (F) and infection kinetics (G). Means ±
SEM (error bars) are plotted. ns, not significant by two-tailed unpaired t-test. (H) Ribbon diagram
of the AgrC sensory domain (Alphafold 2) with docking of space filling models of AIP -I and
predictive locations of testosterone docking. 1100
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Fig. S11. Enantiomer-testosterone (ent-T) inhibits S. aureus virulence factor expression and
quorum sensing. (A) qRT- PCR of strains of S. aureus obtained from patients with atopic 1105
dermatitis (25) and treated with 10nM or ent-T, the stereoisomer of testosterone (n=3). Expression
of target gene RNAIII normalized to housekeeping gene gyrA expression. Means ± SEM (error
bars) are plotted.*p < 0.05 by two- tailed unpaired t -test. (B) Representative b ioluminescence
images of Fig. 5H, female wild -type mice epicutaneously infected with 1× 106 CFUs agr-P3 S.
aureus reporter treated with testosterone, ent-T, vehicle, or untreated. (n=4). 1110
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Table S1.
S. aureus strains Reference Identifier
HG003 (9) RU083
USA100 (29) AH3684
MW2 (29) AH843
HG003-ΔagrA (29) RU111
HG003-ΔagrC (29) RU141
HG003-ΔagrBD (29) RU299
MRSA SAP430::luxABCDE (21) Staphylococcus aureus
USA300 LAC::lux
HG003, φ11::LL29luxCDABEG This work AH6222
HG003-ΔagrBD, φ11::LL29luxCDABEG This work AH6224
HG003-ΔagrC, φ11::LL29luxCDABEG This work AH6223
USA300 LAC + pAmiAgrP3lux (camR) (29) AH2759
HG003+ pAmiAgrP3lux (camR) This work AH6225
USA100 IA116 + pAmiAgrP3lux (camR) (29) AH4390
MW2+ pAmiAgrP3lux (camR) (65) AH3185
HG003-ΔagrBD + pAmiAgrP3lux (camR) This work AH6227
HG003-ΔagrC+ pAmiAgrP3lux (camR) This work AH6226
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Supplemental Table 1. Staphylococcus aureus strains used in this work.
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Table S2.
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Supplemental Table 2. Primers for Quantitative RT-PCR and Gene Sequencing
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Gene Species Sequence, 5′→3′ Ref.
gyrA Staphylococcus
aureus
Forward: AAGGTGTTCGCTTAATTCGC (67)
Reverse: ATTGCATTTCCTGGTGTTTC
psmα Staphylococcus
aureus
Forward: TATCAAAAGCTTAATCGAACAATTC (67)
Reverse: CCCCTTCAAATAAGATGTTCATATC
hla Staphylococcus
aureus
Forward : GGGGACCATATGATAGAGATT (67)
Reverse: TGTAGCGAAGTCTGGTGAAA
lukS-PV Staphylococcus
aureus
Forward: ATGAGGTGGCCTTTCCAATAC (67)
Reverse: CCTGTTGATGGACCACTATTA
RNAIII Staphylococcus
aureus
Forward: CGATGTTGTTTACGATAGCTT (67)
Reverse: CCATCCCAACTTAATAACCA
hld Staphylococcus
aureus
Forward: GAGTTGTTTAATTTTAAG (68)
Reverse: TTTTAGTGAATTTGT
agrA Staphylococcus
aureus
Forward: GAAGACGATCCAAAACAAAGAG (9)
Reverse: GTCATTCATATTTTTAGCTTGCTC
Hsd3b6-
Full Mus musculus Forward: CCCAGAGACCATCCTTTATGTC
Reverse: CTCTCCCTGTCTCCTTACATTTC
Hsd3b6-
Left Mus musculus Forward: CCCAGAGACCATCCTTTATGTC
Reverse: CAAACCTCCCATAGCACAGAT
Hsd3b6-
Right Mus musculus Forward: GGGATCCTCCCTTGTCTAGTA
Reverse: CTCTCCCTGTCTCCTTACATTTC
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