Abstract
The pathogenic mechanisms of bacterial infections and resultant sepsis are partly attributed to dysregulated inflammatory responses sustained by some late-acting mediators including the procathepsin-L (pCTS-L). It was entirely unknown whether any compounds of the U.S. Drug Collection could suppress pCTS-L-induced inflammation, and pharmacologically be exploited into possible therapies. Here, we demonstrated that a macrophage cell-based screening of a U.S. Drug Collection of 1360 compounds resulted in the identification of progesterone (PRO) as an inhibitor of pCTS-L-mediated production of several chemokines [e.g., Epithelial Neutrophil-Activating Peptide (ENA-78), Monocyte Chemoattractant Protein-1 (MCP-1) or MCP-3] and cytokines [e.g., Interleukin-10 (IL-10) or Tumor Necrosis Factor (TNF)] in primary human peripheral blood mononuclear cells (PBMCs). In vivo, these PRO-entrapping 2,6-dimethal-β-cyclodextrin (DM-β-CD) nanoparticles (containing 1.35 mg/kg PRO and 14.65 mg/kg DM-β-CD) significantly increased animal survival in both male (from 30% to 70%, n = 20, P = 0.041) and female (from 50% to 80%, n = 30, P = 0.026) mice even when they were initially administered at 24 h post the onset of sepsis. This protective effect was associated with a reduction of sepsis-triggered accumulation of three surrogate biomarkers [e.g., Granulocyte Colony Stimulating Factor (G-CSF) by 40%; Macrophage Inflammatory Protein-2 (MIP-2) by 45%; and Soluble Tumor Necrosis Factor Receptor I (sTNFRI) by 80%]. Surface Plasmon Resonance (SPR) analysis revealed a strong interaction between PRO and pCTS-L (KD = 78.2 ± 33.7 nM), which was paralleled with a positive correlation between serum PRO concentration and serum pCTS-L level (ρ = 0.56, P = 0.0009) or disease severity (Sequential Organ Failure Assessment, SOFA; ρ = 0.64, P = 0.0001) score in septic patients. Our observations support a promising opportunity to explore DM-β-CD nanoparticles entrapping lipophilic drugs as possible therapies for clinical sepsis.
Introduction
Bacterial infections and associated sepsis are probably the most prominent causes of death in hospitals, accounting for almost 20% of total deaths globally (). Its pathogenic mechanisms partially attribute to dysregulated inflammatory responses to microbial infections that are initiated by early cytokines [e.g., interleukin-1 (IL-1) and tumor necrosis factor (TNF)] but sustained by late-acting mediators including high mobility group box 1 (HMGB1) (, ) and procathepsin-L (pCTS-L) (, ). For example, upon initial innate recognition of many “pathogen-associated molecular patterns molecules” (PAMPs, e.g., bacterial lipopolysaccharide, LPS) by corresponding pattern recognition receptors (PRRs) such as the toll-like receptor 4 (TLR4) (), monocytes and macrophages sequentially produce “early” cytokines [e.g., TNF and interleukin-1β (IL-1β)] (–), toxic chemicals (e.g., lactate) (–), and late-acting mediators such as HMGB1 () and pCTS-L (). In comparison with early cytokines, these late-acting mediators can be therapeutically targeted in delayed regimens (, ), thereby offering relatively wider therapeutic windows (). It is therefore necessary to find small molecule drugs capable of suppressing pCTS-L-mediated dysregulated inflammation to develop potential therapeutic strategies for inflammatory diseases.
The US Drug Collection contains 1360 FDA-approved small molecule drugs that have reached clinical trials as evidenced by their assignment of the United States Adopted Names (USAN) and inclusion in the United States Pharmacopeia (USP) Dictionary, the authorized list of established names for drugs in the United States. These small molecule drugs can interact with specific protein targets in the body to confer a therapeutic effect, but possess distinct advantages such as oral administration convenience, target specificity, cell penetration, and cost-effectiveness. They serve as a basis for high throughput screening of established drugs for potential new activities (). In this study, we developed a 96-well-based assay to screen for small molecule drugs that could suppress the pCTS-L-mediated dysregulated inflammation and confer protection against experimental sepsis. Here, we presented substantial evidence to suggest: i) a hormone, progesterone (PRO), as an inhibitor of pCTS-L-mediated dysregulated inflammation; and ii) a PRO-entrapping 2,6-dimethyl-β-cyclodextrin (DM-β-CD) nanoparticles as a potential therapy in a preclinical setting.
Materials and methods
Materials
Murine macrophage RAW 264.7 cell line was purchased from the American Type Culture Collection (ATCC). Human blood samples were obtained from the New York Blood Center (Long Island City, NY, USA) to harvest primary human peripheral blood mononuclear cells (PBMCs) by density gradient centrifugation as previously described (, , ). Both macrophage cultures and PBMCs were routinely incubated in DMEM media containing 1% streptomycin/penicillin and 10% fecal bovine serum or 10% human serum. When cell densities reached 80-90% confluence, adherent macrophages or PBMCs were stimulated with bacterial endotoxins (lipopolysaccharides, LPS, E. coli 0111:B4, #L4130, Sigma-Aldrich) or recombinant human or murine pCTS-L protein in the absence or in the presence of each of the 1360 compounds in the U.S. Collection of Drug (10 mM in DMSO), as well as progesterone (Cat. # P0130, Sigma-Aldrich) solubilized in ethanol (5 mg/ml) or entrapped into 2,6-dimethyl-β-cyclodextrin (DM-β-CD, Cat. #H0513, Sigma-Aldrich) nanoparticles. The progesterone-carrying DM-β-CD nanoparticles (containing 84.4 mg progesterone per 1000 mg of the PRO/DM-β-CD complex) were also purchased from Sigma-Aldrich (Cat. # P7556). The extracellular levels of various cytokines and chemokines were respectively measured by using ELISA kits or Cytokine Antibody Arrays as previously described (, , ).
Generation and purification of recombinant murine and human pCTS-L proteins
Recombinant murine and human pCTS-L proteins containing an N-terminal 6×Histidine tag were respectively expressed in E. coli BL21 (DE3) pLysS cells and purified to homogeneity as previously described (, ). Briefly, upon sonication to disrupt the bacterial cell wall, the inclusion bodies containing pCTS-L proteins were harvested via differential centrifugation technique following sequential washings in 1% Triton X-100 dissolved in 1 × PBS buffer The purified inclusion bodies were subsequently dissolved in high concentration of urea solution (8.0 M), and then refolded by dialysis in Tris buffer (10 mM, pH 8.0). Afterward, recombinant pCTS-L proteins were purified by histidine-affinity chromatography technique and Triton X-114 extractions. The endotoxin content of recombinant pCTS-L proteins was estimated to be < 0.01 U per µg of pCTS-L protein.
High-throughput screening of U.S. collection of drugs for pCTS-L inhibitors
We obtained the U.S. Collection of 1360 drugs (Supplementary Table 1, 10 mM in DMSO) from the MicroSource Discovery System Inc., and used this chemical library to search for potential pCTS-L inhibitors as previously described (). Briefly, murine macrophage-like RAW 264.7 cells were challenged with murine pCTS-L protein in the absence or in the presence of each drug at several concentrations for 16 h, and levels of TNF in macrophage-conditioned medium was measured using specific TNF DuoSet ELISA kit (Cat# DY410, R&D Systems).
Murine or Human Cytokine Antibody Arrays
Murine Cytokine Antibody Array Kits (Cat.# AAM-CYT-3-8, RayBiotech Inc., Norcross, GA, USA) were employed to measure the relative levels of 62 cytokines/chemokines in macrophage cell culture-conditioned medium or murine serum as previously described (, , ). Similarly, human Cytokine Antibody C3 Array Kits (Cat.# AAH-CYT-3-8) were employed to measure the relative levels of 42 cytokines/chemokines in human PBMC-conditioned culture medium as previously described (, , ).
Animal model of experimental sepsis
Adult male and female Balb/C mice (7-8 weeks old, 20-25 g body weight) were purchased from Charles River Laboratories (Wilmington, MA), housed in a temperature-controlled room on a 12-h light-dark cycle, and acclimated for at least 5-7 days before usage. Every attempt was made to limit the number of animals used in the present study as per the ARRIVE guidelines for reducing the number of animals in scientific research developed by the British National Centre for the Replacement, Refinement and Reduction of Animals in Research (NC3Rs). Additionally, all experiments were performed in accordance with the International Expert Consensus Initiative for Improvement of Animal Modeling in Sepsis - Minimum Quality Threshold in Pre-Clinical Sepsis Studies (MQTiPSS) (), which includes practices such as randomization of animals in each experimental group, delayed therapeutic interventions with therapeutic agents (e.g., PRO-entrapping DM-β-CD nanoparticles) (), establishment of specific criteria for euthanasia of moribund septic animals (e.g., labored breathing, minimized response to human touch, and immobility), as well as the administration of fluid resuscitation and antibiotics (). This study was administratively approved by the IACUC of the Feinstein Institutes for Medical Research (FIMR, Protocol # 2017-003 Term II; Date of Approval, April 28th, 2020).
Adult male or female Balb/C mice aged 7-8 weeks and weighing 20-25 g underwent a surgical procedure referred to as “cecal ligation and puncture” (CLP) to induce experimental sepsis as previously outlined (, , ). Briefly, the cecum of Balb/C mice was surgically exposed, ligated approximately 5.0 mm from the cecal tip, and punctured once with a 22-gauge syringe needle. Prior to CLP surgery, all experimental animals received a buprenorphine injection (0.05 mg/kg, s.c.) to alleviate immediate surgical pain, because repetitive use of buprenorphine in the CLP model could paradoxically elevate sepsis surrogate markers and animal lethality (, ), leading to unnecessary use of more animals per experimental group. Additionally, a small dose of bupivacaine and lidocaine was locally injected around the incision site immediately after CLP surgery. Approximately 30 min post CLP surgery, all experimental animals were subcutaneously injected with imipenem/cilastatin (0.5 mg/mouse) (Primaxin, Merck & Co., Inc.), followed by resuscitation with sterile saline solution (20 ml/kg). Septic animals were only given a single dose of antibiotics before pharmacological administration of PRO-entrapping DM-β-CD nanoparticles at 24 h post CLP, worrying that subsequent antibiotics treatment may adversely affect the therapeutic efficacy of PRO-entrapping DM-β-CD nanoparticles. Before treatment, animals were randomly assigned to control vehicle and experimental groups, and PRO dissolved in sesame oil (Cat. #S3547, Sigma-Aldrich; 2.0 mg/ml) or water after complexation with DM-β-CD to form nanoparticles (containing 84.4 mg PRO per 1000 mg of PRO/DM-β-CD complex) was intraperitoneally injected to septic mice at various time points post CLP surgery. Animal survival was observed for two weeks to ensure no late death occurred. To elucidate the potential protective mechanisms of PRO-entrapping DM-β-CD nanoparticles, a separate group of Balb/C mice were subjected to CLP, and DM-β-CD vehicle (14.65 mg/kg) or PRO-entrapping DM-β-CD nanoparticles (containing 1.35 mg/kg PRO and 14.65 mg/kg DM-β-CD) were administered at 2 h and 20 h post CLP. At 24 h post CLP, animals were euthanized to collect blood and measure serum levels of various cytokines and chemokines using murine Cytokine Antibody Arrays or markers of tissue injury using specific colorimetric enzymatic assays.
Measurement of tissue injury markers
Blood samples were harvested at 24 h post CLP following intraperitoneal administrations of DM-β-CD vehicle (14.65 mg/kg) or PRO-entrapping DM-β-CD nanoparticles (containing 1.35 mg/kg PRO and 14.65 mg/kg DM-β-CD) at 2 h and 20 h post CLP, and centrifuged at 3000 x g for 10 min to collect serum. Serum levels of liver injury markers such as aspartate aminotransferase (AST, Cat. No. 7561), and lactate dehydrogenase (LDH, Cat. No. 7572) were determined using specific colorimetric enzymatic assays (Pointe Scientific, Canton, MI) according to manufacturer’s instructions as previously described ().
Open Surface Plasmon Resonance (SPR)
We employed the Nicoya Lifesciences’ gold-nanoparticle-based Open Surface Plasmon Resonance (OpenSPR) technology (Kitchener, ON, Canada) to characterize protein-drug interaction following the manufacturer’s instructions. Briefly, recombinant pCTS-L was immobilized on NTA sensor chip (Cat. # SEN-Au-100-10-NTA) as previously described (, ), and DMSO solution of PRO was applied as an analyte at different concentrations. The sensorgrams of the dynamic ligand-analyte interaction were recorded over time to estimate the equilibrium dissociation constant (KD) (Nicoya Lifesciences).
Systemic accumulation of PRO and pCTS-L in septic patients
This study was administratively approved by the institutional review board (IRB) of the FIMR (IRB protocol #18-0184) and consented by all patients participants who were diagnosed with sepsis or septic shock based on the Sepsis-3 criteria (). Small volume of blood samples (5.0 ml) was obtained from eleven septic patients recruited to the Long Island Jewish Medical Center or North Shore University Hospital between 2018-2019 at three time points: Time 0 (within 24 h of the initial diagnosis); Time 24 h (24 h post the initial diagnosis); and Time 72 h (72 h post the initial diagnosis). The demographics of these eleven septic patients have been reported previously (), but briefly described in the Supplementary Table 2. These clinical samples were assayed for pCTS-L levels using human pCTS-L ELISA kit (Cat.# MBS7254442, MyBioSource.com) with reference to standard cure generated from using recombinant human pCTS-L. In parallel, the serum concentrations of progesterone were measured by using highly sensitive ELISA kit (Cat. # ADI-901-011, ENZO Life Sciences, Inc., Farmingdale, NY, USA).
Statistical analysis
All data were initially evaluated for normality by the Shapiro-Wilk test before conducting appropriate statistical tests. The Student’s t test was used to compare two independent experimental groups. For comparison among multiple groups with non-normal (skewed) distribution (as assessed by the Shapiro-Wilk test), the statistical difference was evaluated with the non-parametric Kruskal-Wallis ANOVA test followed by the Dunn’s test. The Kaplan-Meier method was employed to compare the differences in mortality rates between two different groups along with the nonparametric log-rank post hoc test. Finally, the Spearman rank correlation coefficient test was used to evaluate associations between two quantitative variables that exhibited non-normal distribution. Statistical significance was defined as a P value less than 0.05.
Results
Identification of PRO as an inhibitor of pCTS-L-mediated TNF secretion
To explore novel pCTS-L inhibitors, we adapted a macrophage cell-based bioassay that we recently developed () to screen a U.S. Collection of 1360 drugs supplied as 10.0 mM Dimethyl Sulfoxide (DMSO) solutions in seventeen 96-well microplates for possible activities to inhibit pCTS-L-stimulated TNF secretion (Figure 1A). We optimized the experimental conditions by respectively titrating the concentration of pCTS-L protein (to 1.0 μg/ml) and the confluence of macrophage cultures (to 80-90%). A complete screening of 1360 drugs of the U.S. Collection resulted in the identification of progesterone (PRO) and three analogs (i.e., dydrogesterone, exemestane, and medroxyprogesterone acetate; Figure 1B) as inhibitors of pCTS-L-stimulated TNF production. When dissolved in DMSO, PRO dose-dependently attenuated pCTS-L-mediated TNF secretion with an estimated IC around 20.0 µM (Figure 1B) without affecting mitochondrial metabolic activity (MTT assay) or cell viability (Trypan blue uptake, Supplementary Figure 1).
Figure 1
PRO inhibited pCTS-L-mediated secretion of TNF and several chemokines in primary human peripheral blood mononuclear cells (PBMCs)
To confirm PRO’s pCTS-L-inhibitory activities, we first dissolved it in ethanol before testing its effects on pCTS-L-stimulated production of 42 cytokines and chemokines in primary human PBMCs. In agreement with our earlier report (
Figure 2

Progesterone selectively suppressed the pCTS-L-mediated productions of several cytokines/chemokines in primary human peripheral blood mononuclear cells (PBMCs). Human PBMCs were challenged with human pCTS-L (2.0 μg/ml) or LPS (0.2 μg/ml) in the absence or in the presence of PRO (40 μM in ethanol) for 16 h. The levels of various cytokines and chemokines in human PBMC-conditioned medium were measured by using Cytokine Antibody Array kits (in arbitrary units, AU). *, P < 0.05 versus “- pCTS-L”; #, P < 0.05 versus “+ pCTS-L”, non-parametric Kruskal-Wallis ANOVA test.
PRO-carrying 2,6-dimethyl-β-cyclodextrin (DM-β-CD) nanoparticles similarly inhibited pCTS-L-induced inflammation
The β-cyclodextrin (β-CD) is defined as cyclic oligosaccharides of seven glucopyranoses in its β-chair conformation (Figure 3A), thereby displaying the shape of truncated cone with an outer hydrophilic surface that render it water-soluble and an inner hydrophobic core (
Figure 3

PRO-carrying DM-β-CD nanoparticles significantly inhibited pCTS-L-stimulated production of several cytokines and chemokines in human PBMCs. (A) Structures of DM-β-CD and PRO as well as the inclusion complex of these two molecules. Given its lipophilic nature, PRO can easily be intercalated and embedded into the hydrophobic inner cavity of the truncated cone structure of two DM-β-CD molecules. (B) PRO significantly inhibited pCTS-L-stimulated production of several cytokines and chemokines. Human PBMCs were challenged with recombinant human pCTS-L in the absence or in the presence of DM-β-CD/PRO complexes at different concentrations (µM) for 16 h, and extracellular concentrations of cytokines and chemokines were measured by using Cytokine Antibody Arrays. *, P < 0.05 versus “- pCTS-L”; #, P < 0.05 versus “+ pCTS-L”, non-parametric Kruskal-Wallis ANOVA test.
PRO-carrying DM-β-CD nanoparticles protected both male and female mice from microbial infections
To assess the PRO’s therapeutic efficacy, we first dissolved PRO in Sesame oil containing various unsaturated fatty acids that could emulsify and dissolve lipophilic PRO in the form of micelles (
Figure 4

PRO-carrying DM-β-CD nanoparticles rescued mice from sepsis partially by attenuating sepsis-triggered inflammation. (A) PRO-containing sesame oil or PRO-entrapping DM-β-CD nanoparticles protected or rescued mice from experimental sepsis. Male (M) and/or female (F) Balb/C mice were subjected to CLP, and PRO-containing sesame oil or PRO/DM-β-CD nanoparticles were intraperitoneally administered at indicated doses and time points. *, P < 0.05 versus saline or vehicle (sesame oil or DM-β-CD) controls. (B, C) PRO-carrying DM-β-CD nanoparticles attenuated CLP-triggered systemic inflammation and tissue injury. Balb/C mice were subjected to CLP, and PRO/DM-β-CD nanoparticles (containing 1.35 mg/kg PRO and 14.65 mg/kg DM-β-CD) or DM-β-CD vehicle (14.65 mg/kg) were administered at 2 h and 20 h post CLP, and then euthanized at 24 h post CLP to collect blood and measure serum levels of various cytokines and chemokines (in arbitrary units, AU) as well as markers of tissue injury (AST and LDH) using specific colorimetric enzymatic assays. *, P < 0.05 versus “ - CLP”; #, P < 0.05 versus “+ CLP”, non-parametric Kruskal-Wallis ANOVA test.
To elucidate the underlying protective mechanisms of PRO, we assessed its impact on CLP sepsis-triggered inflammation and tissue injury. In agreement with our previous report (
PRO interacted and positively correlated with pCTS-L in clinical sepsis
To gain further insight into PRO’s protective mechanisms, we examined the possible interaction and relationship between systemic accumulation PRO and pCTS-L in clinical sepsis. SPR analysis revealed a strong interaction between PRO and pCTS-L, as evidenced by the relatively low equilibrium dissociation constant (KD, Figure 5A) for PRO-pCTS-L interaction, suggesting that PRO might bind pCTS-L to inhibit its proinflammatory properties under pharmacological conditions. In agreement with previous findings of a marked (1 - 5 folds) elevation of blood PRO levels in septic animals (
Figure 5

PRO interacted and positively correlated with pCTS-L in clinical sepsis. (A) SPR analysis of PRO/pCTS-L interaction. Recombinant pCTS-L with an N-terminal 6 × His tag was immobilized onto nitrilotriacetic acid (NTA)-conjugated chip, and an analyte of PRO solution (in DMSO) was injected at several increasing concentrations (6.25, 12.5, 25.0, 50.0 and 100.0 µM) to estimate the KD of PRO-pCTS-L interaction. PRO was injected for a contact time of 250 seconds at increasing concentrations, and dissociation was monitored for 300 seconds. The 1:1 model fit to the raw data is shown as solid black lines. The KD was shown as the mean ± SEM of three independent experiments. (B) Elevation of serum PRO levels in septic mice at 24 h post CLP surgery. Male Balb/C mice were subjected to CLP surgery, and animals were sacrificed at 24 h post CLP to harvest blood and to compare serum PRO levels between normal healthy (“N”) and septic (“S”) mice. *, P < 0.05 versus normal healthy mice (N), non-parametric Kruskal-Wallis ANOVA test. (C) Correlation between serum PRO concentrations and sequential organ failure assessment (SOFA) score as well as serum pCTS-L levels in septic patients.
Discussion
Currently, there is no effective therapies for clinical sepsis other than some adjunctive care such as administration of antibiotics and resuscitation of fluid (
Consequently, PRO-carrying DM-β-CD nanoparticles rescued both male and female mice from microbial infections even when they were initially given at 24 hours post the disease onset. This finding mirrored previous observations that systemic administration of PRO attenuated endotoxin-induced hypotension (
Because the lipophilic PRO is not soluble in water, we employed either sesame oil to emulsify it into micelles or DM-β-CD to complex with it to produce water-soluble PRO-carrying DM-β-CD-based nanoparticles. In the water solution, DM-β-CD displays the shape of truncated cone with a hydrophilic outer surface that renders it water-soluble and a hydrophobic inner cavity that entraps small hydrophobic molecules such as PRO (
Regardless of whether PRO was solubilized in organic solvents (e.g., DMSO or ethanol) or entrapped in DM-β-CD-based nanoparticles, it similarly suppressed pCTS-L-induced secretion of several chemokines (e.g., ENA-78, MCP-1, GRO, or MCP-3) and cytokines (e.g., TNF or IL-10) in human PBMCs. The intricate mechanisms of PRO-mediated suppression of pCTS-L-stimulated inflammation will be an interesting subject for future investigations. In light of the essential involvement of TLR4 and RAGE in pCTS-L-induced inflammation (
To our best knowledge, the DM-β-CD-based nanoparticle technology has not yet been used to explore the therapeutic potential of PRO in any animal models of microbial infections. Consistent with its inhibitory activity in inhibiting late-acting mediator pCTS-L-induced cytokine/chemokine production in human PBMCs, we found that delayed administration of PRO-carrying DM-β-CD nanoparticles effectively rescued both male and female mice from microbial infections even when they were initially given at 24 h post onset of infections. Currently, the mechanism for PRO-mediated protection remains elusive, but appeared to attribute to its attenuation of sepsis- or pCTS-L-induced dysregulated inflammation and tissue injury. Indeed, PRO-carrying DM-β-CD nanoparticles significantly attenuated sepsis-triggered accumulation of G-CSF, sTNFRI and MIP-2/GRO-β, three pCTS-L-inducible surrogate markers of experimental sepsis (
There are a few limitations in the current study: (i) We did not assess systemic inflammatory cytokine profiles at later stages of sepsis, because many septic animals in the control group might have succumbed to sepsis between 24 - 48 h post CLP (as depicted in Figure 4A), rendering blood sampling at later time points after the death of some septic animals in the control vehicle group practically infeasible. Even if post-mortem blood collection was still feasible, post-mortem tissue decomposition could lead to the release of cellular contents (including cytokines) into the surrounding environment, resulting in artificially elevated cytokine levels in post-mortem samples. Thus, sampling at later time points particularly after the death of septic animals in the control group might introduce confounding variables that hinder the interpretability of the systemic inflammatory profile, rendering them ineligible for the inclusion of comprehensive assessment of systemic inflammation at later points (e.g., 48 h post CLP). (ii) We do not know if PRO-entrapping DM-β-CD nanoparticles are orally active and protective against sepsis and other bacterial or viral infections. (iii) We do not know why progesterone selectively inhibits pCTS-L-mediated inflammation, although the robust interaction between progesterone and pCTS-L may contribute to the observed selectivity, allowing progesterone to inhibit pCTS-L-mediated inflammation without impacting LPS-mediated cytokine/chemokine production. (iv) It remains elusive why PRO-entrapping DM-β-CD nanoparticles exhibited a bell-shaped dose-response curve in inhibiting pCTS-L-mediated inflammatory response, although this type of bell-shaped dose-response curve has also been observed in the context of PRO-mediated protection against cerebral ischemic injury (
Statements
Data availability statement
The original contributions presented in the study are included in the article/Supplementary Materials, further inquiries can be directed to the corresponding author/s.
Ethics statement
This study was administratively approved by the institutional review board (IRB) of the FIMR (IRB protocol #18-0184). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. Our animal study was approved by the Institutional Animal Care and Use Committee (IACUC) of the FIMR (Protocol # 2017-003 Term II, approved on April 28th, 2020). The study was conducted in accordance with the local legislation and institutional requirements.
Author contributions
XQ: Writing – review & editing, Methodology, Investigation, Formal analysis, Data curation. WC: Writing – review & editing, Methodology, Investigation, Data curation. CZ: Writing – review & editing, Methodology, Investigation, Data curation. JL: Writing – review & editing, Resources. TQ: Writing – review & editing, Investigation, Data curation. LL: Writing – review & editing, Investigation, Formal analysis. PW: Writing – review & editing, Conceptualization. KT: Writing – review & editing, Resources. HW: Writing – review & editing, Writing – original draft, Supervision, Project administration, Funding acquisition, Formal analysis, Conceptualization.
Funding
The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. Our work was partly supported by the National Institutes of Health (NIH) grants R01AT005076 and R35GM145331.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fimmu.2024.1368448/full#supplementary-material
References
1
RuddKEJohnsonSCAgesaKMShackelfordKATsoiDKievlanDRet al. Global, regional, and national sepsis incidence and mortality, 1990-2017: analysis for the global burden of disease study. Lancet. (2020) 395:200–11. doi: 10.1016/S0140-6736(19)32989-7
2
WangHBloomOZhangMVishnubhakatJMOmbrellinoMCheJet al. Hmg-1 as a late mediator of endotoxin lethality in mice. Science. (1999) 285:248–51. doi: 10.1126/science.285.5425.248
3
TangDKangRZehHJLotzeMT. The multifunctional protein hmgb1: 50 years of discovery. Nat Rev Immunol. (2023) 23:824–41. doi: 10.1038/s41577-023-00894-6
4
ZhuCSQiangXChenWLiJLanXYangHet al. Identification of procathepsin L (Pcts-L)-neutralizing monoclonal antibodies to treat potentially lethal sepsis. Sci Adv. (2023) 9:eadf4313. doi: 10.1126/sciadv.adf4313
5
LiJZhuCSHeLQiangXChenWWangH. A two-decade journey in identifying high mobility group box 1 (Hmgb1) and procathepsin L (Pcts-L) as potential therapeutic targets for sepsis. Expert Opin Ther Targets. (2023) 27:575–91. doi: 10.1080/14728222.2023.2239495
6
PoltorakAHeXSmirnovaILiuMYHuffelCVDuXet al. Defective lps signaling in C3h/hej and C57bl/10sccr mice: mutations in tlr4 gene. Science. (1998) 282:2085–8. doi: 10.1126/science.282.5396.2085
7
TraceyKJFongYHesseDGManogueKRLeeATKuoGCet al. Anti-cachectin/tnf monoclonal antibodies prevent septic shock during lethal bacteraemia. Nature. (1987) 330:662–4. doi: 10.1038/330662a0
8
DinarelloCA. Biologic basis for interleukin-1 in disease. Blood. (1996) 87:2095–147. doi: 10.1182/blood.V87.6.2095.bloodjournal8762095
9
SongYShiYAoLHHarkenAHMengXZ. Tlr4 mediates lps-induced ho-1 expression in mouse liver: role of tnf-alpha and il-1beta. World J Gastroenterol. (2003) 9:1799–803. doi: 10.3748/wjg.v9.i8.1799
10
FanMYangKWangXChenLGillPSHaTet al. Lactate promotes endothelial-to-mesenchymal transition via snail1 lactylation after myocardial infarction. Sci Adv. (2023) 9:eadc9465. doi: 10.1126/sciadv.adc9465
11
YangKFanMWangXXuJWangYTuFet al. Lactate promotes macrophage hmgb1 lactylation, acetylation, and exosomal release in polymicrobial sepsis. Cell Death Differ. (2022) 29:133–46. doi: 10.1038/s41418-021-00841-9
12
YangLXieMYangMYuYZhuSHouWet al. Pkm2 regulates the warburg effect and promotes hmgb1 release in sepsis. Nat Commun. (2014) 5:4436. doi: 10.1038/ncomms5436.:4436
13
YangHOchaniMLiJQiangXTanovicMHarrisHEet al. Reversing established sepsis with antagonists of endogenous high-mobility group box 1. Proc Natl Acad Sci U.S.A. (2004) 101:296–301. doi: 10.1073/pnas.2434651100
14
ZhangMMQiaoYAngELZhaoH. Using natural products for drug discovery: the impact of the genomics era. Expert Opin Drug Discovery. (2017) 12:475–87. doi: 10.1080/17460441.2017.1303478
15
ChenWQiangXWangYZhuSLiJBabaevAet al. Identification of tetranectin-targeting monoclonal antibodies to treat potentially lethal sepsis. Sci Transl Med. (2020) 12:12/539. doi: 10.1126/scitranslmed.aaz3833
16
ChenWZhuCSQiangXChenSLiJWangPet al. Development of procathepsin L (Pcts-L)-inhibiting lanosterol-carrying liposome nanoparticles to treat lethal sepsis. Int J Mol Sci. (2023) 24. doi: 10.3390/ijms24108649
17
OsuchowskiMFAyalaABahramiSBauerMBorosMCavaillonJMet al. Minimum quality threshold in pre-clinical sepsis studies (Mqtipss): an international expert consensus initiative for improvement of animal modeling in sepsis. Shock. (2018) 50:377–80. doi: 10.1097/shk.0000000000001212
18
ZingarelliBCoopersmithCMDrechslerSEfronPMarshallJCMoldawerLet al. Part I: minimum quality threshold in preclinical sepsis studies (Mqtipss) for study design and humane modeling endpoints. Shock. (2019) 51:10–22. doi: 10.1097/shk.0000000000001243
19
HellmanJBahramiSBorosMChaudryIHFritschGGozdzikWet al. Part iii: minimum quality threshold in preclinical sepsis studies (Mqtipss) for fluid resuscitation and antimicrobial therapy endpoints. Shock. (2019) 51:33–43. doi: 10.1097/shk.0000000000001209
20
ChenWBrennerMAzizMChavanSSDeutschmanCSDiamondBet al. Buprenorphine markedly elevates a panel of surrogate markers in a murine model of sepsis. Shock. (2019) 52:550–3. doi: 10.1097/SHK.0000000000001361
21
CotroneoTMHuguninKMShusterKAHwangHJKakaraparthiBNNemzek-HamlinJA. Effects of buprenorphine on a cecal ligation and puncture model in C57bl/6 mice. J Am Assoc Lab Anim Sci. (2012) 51:357–65.
22
ZhuSCLiJWang.H. Use of open surface plasma resonance (Openspr) to characterize teh binding affinity of protein-protein interactions. Bio-Protocol. (2023) 13. doi: 10.21769/BioProtoc.4795
23
Shankar-HariMPhillipsGSLevyMLSeymourCWLiuVXDeutschmanCSet al. Developing a new definition and assessing new clinical criteria for septic shock: for the third international consensus definitions for sepsis and septic shock (Sepsis-3). JAMA. (2016) 315:775–87. doi: 10.1001/jama.2016.0289
24
ZhangMCaragineTWangHCohenPSBotchkinaGSodaKet al. Spermine inhibits proinflammatory cytokine synthesis in human mononuclear cells: A counterregulatory mechanism that restrains the immune response. J Exp Med. (1997) 185:1759–68. doi: 10.1084/jem.185.10.1759
25
DuchêneDBochotA. Thirty years with cyclodextrins. Int J Pharm. (2016) 514:58–72. doi: 10.1016/j.ijpharm.2016.07.030
26
AugerCJJessenHMAugerAP. Microarray profiling of gene expression patterns in adult male rat brain following acute progesterone treatment. Brain Res. (2006) 1067:58–66. doi: 10.1016/j.brainres.2005.10.033
27
RussoSJSunWLMinerlyACWeierstallKNazarianAFestaEDet al. Progesterone attenuates cocaine-induced conditioned place preference in female rats. Brain Res. (2008) 1189:229–35. doi: 10.1016/j.brainres.2007.10.057
28
SunWLLuineVNZhouLWuHBWeierstallKMJenabSet al. Acute progesterone treatment impairs spatial working memory in intact male and female rats. Ethn Dis. (2010) 20:S1–83-7.
29
O'ConnorCACernakIJohnsonFVinkR. Effects of progesterone on neurologic and morphologic outcome following diffuse traumatic brain injury in rats. Exp Neurol. (2007) 205:145–53. doi: 10.1016/j.expneurol.2007.01.034
30
UphouseLGuptarakJHiegelC. Progesterone reduces the inhibitory effect of a serotonin 1b receptor agonist on lordosis behavior. Pharmacol Biochem Behav. (2010) 97:317–24. doi: 10.1016/j.pbb.2010.08.017
31
DembekKTimkoKMooreCJohnsonLFrazerMBarrBet al. Longitudinal assessment of adrenocortical steroid and steroid precursor response to illness in hospitalized foals. Domest Anim Endocrinol. (2023) 82:106764. doi: 10.1016/j.domaniend.2022.106764
32
AngstwurmMWGaertnerRSchopohlJ. Outcome in elderly patients with severe infection is influenced by sex hormones but not gender. Crit Care Med. (2005) 33:2786–93. doi: 10.1097/01.ccm.0000190242.24410.17
33
FengJYLiuKTAbrahamEChenCYTsaiPYChenYCet al. Serum estradiol levels predict survival and acute kidney injury in patients with septic shock–a prospective study. PloS One. (2014) 9:e97967. doi: 10.1371/journal.pone.0097967
34
BuchmanTGSimpsonSQSciarrettaKLFinneKPSowersNCollierMet al. Sepsis among medicare beneficiaries: 1. The burdens of sepsis, 2012-2018. Crit Care Med. (2020) 48:276–88. doi: 10.1097/CCM.0000000000004224
35
TindalEWArmsteadBEMonaghanSFHeffernanDSAyalaA. Emerging therapeutic targets for sepsis. Expert Opin Ther Targets. (2021) 25:175–89. doi: 10.1080/14728222.2021.1897107
36
ReinhartKDanielsRKissoonNMaChadoFRSchachterRDFinferS. Recognizing sepsis as a global health priority - a who resolution. N Engl J Med. (2017) 377:414–7. doi: 10.1056/NEJMp1707170
37
BoumanASchipperMHeinemanMJFaasM. 17beta-estradiol and progesterone do not influence the production of cytokines from lipopolysaccharide-stimulated monocytes in humans. Fertil Steril. (2004) 82 Suppl 3:1212–9. doi: 10.1016/j.fertnstert.2004.05.072
38
AmoryJLawlerRShieldsL. Hydroxyprogesterone caproate and progesterone increase tumor necrosis factor-alpha production in lipopolysaccharide stimulated whole blood from non-pregnant women. J Perinat Med. (2005) 33:506–9. doi: 10.1515/jpm.2005.089
39
MillerLHuntJS. Regulation of tnf-alpha production in activated mouse macrophages by progesterone. J Immunol. (1998) 160:5098–104. doi: 10.4049/jimmunol.160.10.5098
40
JonesLAAnthonyJPHenriquezFLLyonsRENickdelMBCarterKCet al. Toll-like receptor-4-mediated macrophage activation is differentially regulated by progesterone via the glucocorticoid and progesterone receptors. Immunology. (2008) 125:59–69. doi: 10.1111/j.1365-2567.2008.02820.x
41
SuLSunYMaFLüPHuangHZhouJ. Progesterone inhibits toll-like receptor 4-mediated innate immune response in macrophages by suppressing nf-kappab activation and enhancing socs1 expression. Immunol Lett. (2009) 125:151–5. doi: 10.1016/j.imlet.2009.07.003
42
WolfsonMLSchanderJABarianiMVCorreaFFranchiAM. Progesterone modulates the lps-induced nitric oxide production by a progesterone-receptor independent mechanism. Eur J Pharmacol. (2015) 769:110–6. doi: 10.1016/j.ejphar.2015.11.005
43
MillerLAlleyEWMurphyWJRussellSWHuntJS. Progesterone inhibits inducible nitric oxide synthase gene expression and nitric oxide production in murine macrophages. J Leukoc Biol. (1996) 59:442–50. doi: 10.1002/jlb.59.3.442
44
MüllerEKerschbaumHH. Progesterone and its metabolites 5-dihydroprogesterone and 5-3-tetrahydroprogesterone decrease lps-induced no release in the murine microglial cell line, bv-2. Neuro Endocrinol Lett. (2006) 27:675–8.
45
LeiBMaceBDawsonHNWarnerDSLaskowitzDTJamesML. Anti-inflammatory effects of progesterone in lipopolysaccharide-stimulated bv-2 microglia. PloS One. (2014) 9:e103969. doi: 10.1371/journal.pone.0103969
46
ZöllnerJHoweLGEdeyLFO'DeaKPTakataMLeiperJet al. Lps-induced hypotension in pregnancy: the effect of progesterone supplementation. Shock. (2020) 53:199–207. doi: 10.1097/shk.0000000000001343
47
AksoyANTokerACelıkMAksoyMHalıcıZAksoyH. The effect of progesterone on systemic inflammation and oxidative stress in the rat model of sepsis. Indian J Pharmacol. (2014) 46:622–6. doi: 10.4103/0253-7613.144922
48
YuanLZhuHWuKZhouMMaJChenRet al. Female sex hormone, progesterone, ameliorates the severity of sars-cov-2-caused pneumonia in the Syrian hamster model. Signal Transduct Target Ther. (2022) 7:47. doi: 10.1038/s41392-021-00860-5
49
GhandehariSMatusovYPepkowitzSSteinDKaderiTNarayananDet al. Progesterone in addition to standard of care vs standard of care alone in the treatment of men hospitalized with moderate to severe covid-19: A randomized, controlled pilot trial. Chest. (2021) 160:74–84. doi: 10.1016/j.chest.2021.02.024
50
TayelSSHelmyAAAhmedREsmatGHamdiNAbdelazizAI. Progesterone suppresses interferon signaling by repressing tlr-7 and mxa expression in peripheral blood mononuclear cells of patients infected with hepatitis C virus. Arch Virol. (2013) 158:1755–64. doi: 10.1007/s00705-013-1673-z
51
CohenJ. Siv transmission. Monkey study prompts high-level public health response. Science. (1996) 272:805. doi: 10.1126/science.272.5263.805
52
KaushicCAshkarAAReidLARosenthalKL. Progesterone increases susceptibility and decreases immune responses to genital herpes infection. J Virol. (2003) 77:4558–65. doi: 10.1128/jvi.77.8.4558-4565.2003
53
MingjiaLShortR. How oestrogen or progesterone might change a woman's susceptibility to hiv-1 infection. Aust N Z J Obstet Gynaecol. (2002) 42:472–5. doi: 10.1111/j.0004-8666.2002.00472.x
54
KurkovSVLoftssonT. Cyclodextrins. Int J Pharm. (2013) 453:167–80. doi: 10.1016/j.ijpharm.2012.06.055
55
LiuFYKildsigDOMitraAK. Beta-cyclodextrin/steroid complexation: effect of steroid structure on association equilibria. Pharm Res. (1990) 7:869–73. doi: 10.1023/a:1015973218303
56
CaiWSunTLiuPChipotCShaoX. Inclusion mechanism of steroid drugs into beta-cyclodextrins. Insights from free energy calculations. J Phys Chem B. (2009) 113:7836–43. doi: 10.1021/jp901825w
57
ZoppettiGPuppiniNOspitaliFFiniA. Solid state characterization of progesterone in a freeze dried 1:2 progesterone/hpbcd mixture. J Pharm Sci. (2007) 96:1729–36. doi: 10.1002/jps.20671
58
ScavoneCBonaguraACFiorentinoSCimmarutaDCenamiRTorellaMet al. Efficacy and safety profile of diclofenac/cyclodextrin and progesterone/cyclodextrin formulations: A review of the literature data. Drugs R D. (2016) 16:129–40. doi: 10.1007/s40268-016-0123-2
59
MemişoğluEBochotASenMDuchêneDHincalAA. Non-surfactant nanospheres of progesterone inclusion complexes with amphiphilic beta-cyclodextrins. Int J Pharm. (2003) 251:143–53. doi: 10.1016/s0378-5173(02)00593-8
60
MuKJiangKWangYZhaoZCangSBiKet al. The biological fate of pharmaceutical excipient Β-cyclodextrin: pharmacokinetics, tissue distribution, excretion, and metabolism of Β-cyclodextrin in rats. Molecules. (2022) 27. doi: 10.3390/molecules27031138
61
LoftssonTMoya-OrtegaMDAlvarez-LorenzoCConcheiroA. Pharmacokinetics of cyclodextrins and drugs after oral and parenteral administration of drug/cyclodextrin complexes. J Pharm Pharmacol. (2016) 68:544–55. doi: 10.1111/jphp.12427
62
OsuchowskiMFWelchKSiddiquiJRemickDG. Circulating cytokine/inhibitor profiles reshape the understanding of the sirs/cars continuum in sepsis and predict mortality. J Immunol. (2006) 177:1967–74. doi: 10.4049/jimmunol.177.3.1967
63
BozzaFASalluhJIJapiassuAMSoaresMAssisEFGomesRNet al. Cytokine profiles as markers of disease severity in sepsis: A multiplex analysis. Crit Care. (2007) 11:R49. doi: 10.1186/cc5783
64
WartmannTMayerleJKahneTSahin-TothMRuthenburgerMMatthiasRet al. Cathepsin L inactivates human trypsinogen, whereas cathepsin L-deletion reduces the severity of pancreatitis in mice. Gastroenterology. (2010) 138:726–37. doi: 10.1053/j.gastro.2009.10.048
65
KitamotoSSukhovaGKSunJYangMLibbyPLoveVet al. Cathepsin L deficiency reduces diet-induced atherosclerosis in low-density lipoprotein receptor-knockout mice. Circulation. (2007) 115:2065–75. doi: 10.1161/CIRCULATIONAHA.107.688523
66
CaoYLiuXLiYLuYZhongHJiangWet al. Cathepsin L activity correlates with proteinuria in chronic kidney disease in humans. Int Urol Nephrol. (2017) 49:1409–17. doi: 10.1007/s11255-017-1626-7
67
CaiJZhongHWuJChenRFYangHAl-AbedYet al. Cathepsin L promotes vascular intimal hyperplasia after arterial injury. Mol Med. (2017) 23:92–100. doi: 10.2119/molmed.2016.00222
68
SchurigtUEilensteinRGajdaMLeipnerCSevenichLReinheckelTet al. Decreased arthritis severity in cathepsin L-deficient mice is attributed to an impaired T helper cell compartment. Inflammation Res. (2012) 61:1021–9. doi: 10.1007/s00011-012-0495-x
69
BauerCDuewellPMayerCLehrHAFitzgeraldKADauerMet al. Colitis induced in mice with dextran sulfate sodium (Dss) is mediated by the nlrp3 inflammasome. Gut. (2010) 59:1192–9. doi: 10.1136/gut.2009.197822
70
WaliBIshratTWonSSteinDGSayeedI. Progesterone in experimental permanent stroke: A dose-response and therapeutic time-window study. Brain. (2014) 137:486–502. doi: 10.1093/brain/awt319
71
YousufSAtifFSayeedITangHSteinDG. Progesterone in transient ischemic stroke: A dose-response study. Psychopharmacol (Berl). (2014) 231:3313–23. doi: 10.1007/s00213-014-3556-8
72
StelzlDNielsenTTHansenTdi CagnoM. Β-cd-dextran polymer for efficient sequestration of cholesterol from phospholipid bilayers: mechanistic and safe-toxicity investigations. Int J Pharm. (2015) 496:896–902. doi: 10.1016/j.ijpharm.2015.10.041
73
KissTFenyvesiFBácskayIVáradiJFenyvesiEIványiRet al. Evaluation of the cytotoxicity of beta-cyclodextrin derivatives: evidence for the role of cholesterol extraction. Eur J Pharm Sci. (2010) 40:376–80. doi: 10.1016/j.ejps.2010.04.014
74
HorlockADOrmsbyTJRCliftMJDSantosJEPBromfieldJJSheldonIM. Cholesterol supports bovine granulosa cell inflammatory responses to lipopolysaccharide. Reproduction. (2022) 164:109–23. doi: 10.1530/rep-22-0032
75
HoubenTYadatiTde KruijfRGijbelsMJJLuikenJvan ZandvoortMet al. Pro-inflammatory implications of 2-hydroxypropyl-Β-cyclodextrin treatment. Front Immunol. (2021) 12:716357. doi: 10.3389/fimmu.2021.716357
Summary
Keywords
innate immune cells, procathepsin-L, progesterone, 2,6-dimethyl-β-cyclodextrin, sepsis
Citation
Qiang X, Chen W, Zhu CS, Li J, Qi T, Lou L, Wang P, Tracey KJ and Wang H (2024) Therapeutic potential of procathepsin L-inhibiting and progesterone-entrapping dimethyl-β-cyclodextrin nanoparticles in treating experimental sepsis. Front. Immunol. 15:1368448. doi: 10.3389/fimmu.2024.1368448
Received
10 January 2024
Accepted
04 March 2024
Published
14 March 2024
Volume
15 - 2024
Edited by
Christoph Thiemermann, Queen Mary University of London, United Kingdom
Reviewed by
Jianmin Chen, Queen Mary University of London, United Kingdom
Marcin Filip Osuchowski, Ludwig Boltzmann Institute for Experimental and Clinical Traumatology, Austria
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Copyright
© 2024 Qiang, Chen, Zhu, Li, Qi, Lou, Wang, Tracey and Wang.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Haichao Wang, hwang@northwell.edu
†These authors have contributed equally to this work
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