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. 2025 Jul 11;6(7):100638.
doi: 10.1016/j.medj.2025.100638. Epub 2025 Jul 2.

Conformational ligand-directed targeting of calcium-dependent receptors in acute trauma

Affiliations

Conformational ligand-directed targeting of calcium-dependent receptors in acute trauma

Renata Pasqualini et al. Med. .

Abstract

Background: Trauma is a leading cause of mortality, but injury-specific molecular targets remain largely unknown. We hypothesized that distinctive yet unrecognized tissue targets accessible to circulating ligands might emerge during trauma, thereby underscoring a trauma-related proteome.

Methods: We screened a peptide library to discover targets in a porcine model of major trauma: compound femur fracture with hemorrhagic shock. Bioinformatics yielded conserved motifs, and candidate receptors were affinity purified. In silico and in vitro approaches served to investigate possible associations between candidate receptors and calcium, a major component of skeletal muscle and bone. In vivo homing and molecular imaging (PET/MRI and SPECT/CT) studies of the most promising ligand peptide candidate were performed in the porcine model and were also confirmed in a corresponding rat model of major trauma. Optical methodologies and molecular dynamics simulations served to explore the molecular attributes of the ligand-receptor binding.

Findings: Nearly all molecular targets of the selected ligand peptides were calcium-dependent proteins, which become accessible upon trauma. We validated specific binding of homing peptides to these receptors in injured tissues, including CLRGFPALVC:CASQ1, CSEIGVRAC:HSP27, and CRQRPASGC:CALR. Notably, we determined that ligand peptide CRQRPASGC targets an injury-specific calcium-facilitated conformation of calreticulin, enabling specific molecular imaging of trauma.

Conclusions: We conceptually propose the term "traumome" for the functional receptor repertoire that becomes readily amenable for ligand-directed targeting upon major trauma. These preclinical findings pave the way toward clinic-ready targeted theragnostic approaches in the setting of trauma.

Funding: Major funding was provided by the Defense Advanced Research Projects Agency (DARPA).

Keywords: Pre-clinical research; acute trauma; calcium; calreticulin; compound fracture; in vivo screening; peptide library; phage display; receptor; shock; trauma-related proteome.

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Conflict of interest statement

Declaration of interests R.P. and W.A. are listed as inventors on a provisional patent application related to this technology and would be entitled to standard royalties if commercialization occurs. R.P., J.G.G., and W.A. are founders and equity shareholders of PhageNova Bio. R.P. is the Chief Scientific Officer of and serves as a paid consultant for PhageNova Bio. R.P. and W.A. are founders and equity shareholders of and serve as paid consultants for MBrace Therapeutics. F.I.S. is currently a full-time employee of MBrace Therapeutics. R.P. and W.A. have sponsored research agreements in place with both PhageNova Bio and MBrace Therapeutics. C.E.W. serves as a consultant for CellPhire Therapeutics, is a shareholder of Decisio Health, and receives funding from Grifols and Athersys. J.B.H. serves on the board of directors for Decisio Health, CCJ Medical Devices, QinFlow, Hemostatics, and Zibrio; he is a consultant for the Wake Forest Institute for Regenerative Medicine and Aspen Medical; he receives funding from CSL Behring; he is a co-inventor of the Junctional Emergency Treatment Tool; and he receives royalties from University of Texas (UT) Health. These arrangements are managed in accordance with the established institutional conflict-of-interest policies of the respective institutions. These conflicts of interest fall outside of the scope of this study.

Figures

Figure 1.
Figure 1.. Identification and validation of trauma-specific vascular ligands by combinatorial screening.
(A, B) Overview of the in vivo phage display peptide library screening and analysis. (A) Utilization of a porcine model of acute traumatic injury involving compound femur fracture and hemorrhagic shock. Representative images of tissue-section biopsies stained with hematoxylin and eosin demonstrate skeletal muscle damage, hemorrhage, infiltration by inflammatory cells, and fibrin accumulation (scale bar, 250 μm). (B) Systemic administration of an in vivo phage display peptide library (CX7C and CX8C) with sample collection from injured and contralateral intact hindlegs at various time points (10, 60, 70, and 120 min, followed by necropsy at 240 min), followed by evaluation of phage particles per sample. (C) Profile of phage clearance after systemic phage library infusion in separate injured pigs (n=3) via arterial blood sample collection at different time points by qPCR per 100 ng of DNA. Data points corresponding to independent animals (wherein two technical replicates were averaged to obtain a single point) are presented as mean ± standard error of the mean (SEM). (D) Phage quantification in the injured and contralateral intact hindlegs at fixed biopsy time points by qPCR per 100 ng of DNA. Data points corresponding to independent animals (wherein two technical replicates were averaged to obtain a single point) are presented as mean + SEM. (E) Phage quantification in hindlegs and control organs after necropsy by qPCR per 100 ng of DNA. Data points corresponding to independent animals (wherein two technical replicates were averaged to obtain a single point) are presented as mean + SEM. (F) Saturation plots of distinct peptide sequences in the biopsy and necropsy samples obtained via random shuffling followed by sampling of the recovered peptide sequences that were detected more than once. Data are presented as the mean of 100 rounds of random shuffling/sampling. (G) Cloning of targeted phage constructs, each displaying a lead peptide candidate (n=23), with their pooling constituting a restricted phage panel. (H) Administration of the restricted phage panel into a separate injured pig (n=1). Phage were quantified in the injured and contralateral intact hindlegs at various biopsy time points by qPCR per 100 ng of DNA. Data points corresponding to technical replicates are presented as mean + SEM and analyzed with two-way ANOVA coupled with post hoc Bonferroni’s multiple comparisons test.
Figure 2.
Figure 2.. Trauma-associated ligand-receptors in the context of Ca2+ homeostasis.
(A) The traumome—a tentative map of systemically accessible trauma-related proteins, representing the validated candidate receptors (n=18 of 20; DES and COL11A2 not shown) directly (in red) and indirectly (in blue) associated with Ca2+. Solid lines indicate a direct physical interaction between a protein and Ca2+, and dotted lines indicate a direct physical interaction between two proteins. (B–D) In vitro phage-binding assays with increasing concentrations of cognate peptide for (B) CLRGFPALVC-displaying phage and immobilized recombinant CASQ1, (C) CSEIGVRAC-displaying phage and immobilized recombinant HSP27, and (D) CRQRPASGC-displaying phage and immobilized recombinant CALR. (E) Phage-binding in vitro assays with CLRGFPALVC-displaying phage and immobilized immunocaptured CASQ1 in the absence or presence of EDTA (a Ca2+ chelator). (F) Phage-binding in vitro assays with CSEIGVRAC-displaying phage and various immobilized heat-shock proteins. (G) Phage-binding in vitro assays with increasing concentrations of Ca2+ with CRQRPASGC-displaying phage and immobilized recombinant CALR. For B–G, phage binding is represented by relative transducing units (TU) as described in Methods. Insertless phage and bovine serum albumin (BSA) served as negative controls for ligand and receptor, respectively. Data points corresponding to technical replicates are presented as mean + SEM and analyzed with either two-way (for E and F) or three-way ANOVA (for B–D and G) coupled with post hoc Bonferroni’s multiple comparisons test. (H) Immunohistochemical (IHC) staining of Ca2+ in muscle tissue-section biopsies from injured and non-injured hindlegs of a porcine model of acute trauma 1 and 10 min after injury (scale bar, 250 μm). (I) IHC staining of two direct Ca2+-interacting candidate receptors, CASQ1 and CALR, in muscle tissue-section biopsies. Non-injured muscle tissue sections and isotype antibodies were used as negative controls (scale bars, 250 μm).
Figure 3.
Figure 3.. Targeting of the CRQRPASGC-CALR ligand-receptor in vivo in the porcine model of major trauma (i.e., femur fracture and/or soft tissue injury) over time.
(A, B) Relative homing of (A) CRQRPASGC-displaying or (B) insertless phage to the fractured hindlegs (n=2 pigs each) following administration, assessed by qPCR per 100 ng of DNA and normalized to the administered sample. Necropsy was performed at 240 min. The contralateral intact hindleg was used as a negative control. Data points corresponding to independent animals (wherein four technical replicates were averaged to obtain a single point) are presented as mean + SEM and analyzed with two-way ANOVA coupled with post hoc Bonferroni’s multiple comparisons test. (C, D) Alanine scanning of CRQRPASGC to assess phage binding of each construct to immobilized recombinant CALR protein in the (C) absence or (D) presence of Ca2+. Phage binding is represented by relative TU. BSA and insertless phage were used as negative controls. Data points corresponding to technical replicates are presented as mean + SEM and analyzed with two-way ANOVA coupled with post hoc Bonferroni’s multiple comparisons test. (E) Coronal and axial MRI with regions of interest (ROIs) representing fractured and non-fractured hindlegs of injured pigs for continuous quantification in serial PET/MRI scans. (F) Representative serial axial PET/MRI scans of injured pigs administered with 89Zr-labeled CRQRPASGC (n=1 with fracture and n=1 with soft tissue injury only) or 89Zr-labeled mutant peptide (CRQRAASGC, red designates the mutation) (n=2 with fracture) at fixed time points. Each individual image is scaled to the same intensity. 89Zr-labeled CRQRPASGC in a non-injured pig (n=1) was used as a control. (G) Relative quantification of the 89Zr-labeled peptides at the injured ROI represented as percentage of injected dose per gram normalized to the non-injured ROI (contralateral intact hindleg) over six time points (0, 30, 60, 120, 150, 180, 240, 270, and 300 min). Data points corresponding to independent animals are presented as either individual values (orange and black lines) or mean ± SEM (grey line).
Figure 4.
Figure 4.. Targeting of the CRQRPASGC-CALR ligand-receptor in vivo in a rat model of acute traumatic injury (i.e., femur fracture and soft tissue injury) over time.
(A) Coronal CT with ROIs representing fractured (right) and non-fractured (left) hindlegs of injured rats for continuous quantification in serial SPECT/CT scans. (B) Planar SPECT scan of both hindlegs in a representative injured rat (n=1) and a non-injured rat (n=1) from 0–18 min following injection with 111In-DOTA-labeled CRQRPASGC. (C, D) Quantification of planar SPECT scan from the representative injured rat and non-injured rat. Counts are normalized to the first time point (see Figures S6A and S6B for remaining injured rats). (E) SPECT/CT scans of the injured rat and non-injured rat at fixed time points (60, 90, 180, and 210 min). (F, G) Uptake measured at the (F) injured or (G) non-injured hindleg for all rats (n=3 injured rats and n=1 non-injured rat). Data points corresponding to independent animals are presented as either individual values (black line) or mean ± SEM (orange line).
Figure 5.
Figure 5.. Functional and conformational aspects of the interaction between CRQRPASGC and CALR.
(A) In vitro phage-binding assays with CRQRPASGC-displaying phage and immobilized recombinant CALR in the absence or presence of an anti-CALR antibody against its C-terminus (residues A353–E416). Data points corresponding to technical replicates are presented as mean + SEM and analyzed with three-way ANOVA coupled with post hoc Bonferroni’s multiple comparisons test. (B) Steady-state fluorescence emission spectra of CALR in the presence of synthetic CRQRPASGC or mutant peptide (CRQRAASGC) in solution with or without CaCl2 under excitation at 280 nm (left) and 295 nm (right). (C, D) Circular dichroism (CD) spectrum of CALR in the presence of (C) CRQRPASGC (50 μM) or (D) mutant peptide (50 μM). (E) CD spectra of CALR with high concentration (400 μM) of CRQRPASGC or mutant peptide subtracted by signal attained with low-concentration peptide (50 μM). (F) CD spectra of CALR in CaCl2 with or without CRQRPASGC (50 μM). Millidegree is abbreviated to mdeg.
Figure 6.
Figure 6.. In silico structural analysis of CRQRPASGC binding to CALR and the effects of varying concentrations of Ca2+ on the proposed binding site.
(A) Previously determined structural interaction between TAPBP (purple) and CALR (Coulombic surface coloring where red is negative, blue is positive, and white is neutral) as part of the human peptide-loading complex (PDB ID: 6ENY). A close-up view of the CALR-binding region (in the C-terminus) of TAPBP overlayed with the predicted CRQRPASGC structure (cyan) at the shared PASG motif (green) (interaction details at binding interface are unable to be visualized due to absence of amino acid sidechain resolution). (B) Sequence alignment of TAPBP with CRQRPASGC and other similar peptides identified in the injury site from the screenings. Identical (green), conserved (orange), and semi-conserved (yellow) amino acid residues are highlighted. (C) All-atom (non-H) RMSD values and (D) their frequencies for the PASG motif of CRQRPASGC across a 1 μs all-atom explicit-solvent simulation relative to the experimental structure of TAPBP. (E) Overlap of configurations sampled by the PASG motif of CRQRPASGC along the simulation. (F) RMSD value frequencies and (G) per-residue RMSF values of simulated C-terminal amino acid residues (R366–E386) of CALR at different Ca2+ concentrations (0, 5, 10, and 20 mM) relative to its experimental structure.

References

    1. World Health Organization (2021). Injuries and violence. https://www.who.int/news-room/fact-sheets/detail/injuries-and-violence.
    1. Aird WC (2007). Endothelial Biomedicine, 1st Edition (Oxford University Press; ).
    1. Pasqualini R, and Ruoslahti E (1996). Organ targeting in vivo using phage display peptide libraries. Nature 380, 364–366. 10.1038/380364a0. - DOI - PubMed
    1. Arap W., Pasqualini R., and Ruoslahti E. (1998). Cancer treatment by targeted drug delivery to tumor vasculature in a mouse model. Science 279, 377–380. 10.1126/science.279.5349.377. - DOI - PubMed
    1. Arap W, Kolonin MG, Trepel M, Lahdenranta J, Cardó-Vila M, Giordano RJ, Mintz PJ, Ardelt PU, Yao VJ, Vidal CI, et al. (2002). Steps toward mapping the human vasculature by phage display. Nat Med 8, 121–127. 10.1038/nm0202-121. - DOI - PubMed