1
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Maurer J, Grouzmann E, Eugster PJ. Tutorial review for peptide assays: An ounce of pre-analytics is worth a pound of cure. J Chromatogr B Analyt Technol Biomed Life Sci 2023; 1229:123904. [PMID: 37832388 DOI: 10.1016/j.jchromb.2023.123904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 10/04/2023] [Accepted: 10/05/2023] [Indexed: 10/15/2023]
Abstract
The recent increase in peptidomimetic-based medications and the growing interest in peptide hormones has brought new attention to the quantification of peptides for diagnostic purposes. Indeed, the circulating concentrations of peptide hormones in the blood provide a snapshot of the state of the body and could eventually lead to detecting a particular health condition. Although extremely useful, the quantification of such molecules, preferably by liquid chromatography coupled to mass spectrometry, might be quite tricky. First, peptides are subjected to hydrolysis, oxidation, and other post-translational modifications, and, most importantly, they are substrates of specific and nonspecific proteases in biological matrixes. All these events might continue after sampling, changing the peptide hormone concentrations. Second, because they include positively and negatively charged groups and hydrophilic and hydrophobic residues, they interact with their environment; these interactions might lead to a local change in the measured concentrations. A phenomenon such as nonspecific adsorption to lab glassware or materials has often a tremendous effect on the concentration and needs to be controlled with particular care. Finally, the circulating levels of peptides might be low (pico- or femtomolar range), increasing the impact of the aforementioned effects and inducing the need for highly sensitive instruments and well-optimized methods. Thus, despite the extreme diversity of these peptides and their matrixes, there is a common challenge for all the assays: the need to keep concentrations unchanged from sampling to analysis. While significant efforts are often placed on optimizing the analysis, few studies consider in depth the impact of pre-analytical steps on the results. By working through practical examples, this solution-oriented tutorial review addresses typical pre-analytical challenges encountered during the development of a peptide assay from the standpoint of a clinical laboratory. We provide tips and tricks to avoid pitfalls as well as strategies to guide all new developments. Our ultimate goal is to increase pre-analytical awareness to ensure that newly developed peptide assays produce robust and accurate results.
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Affiliation(s)
- Jonathan Maurer
- Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Eric Grouzmann
- Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Philippe J Eugster
- Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
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2
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Maegele M, Aletti F, Efron PA, Relja B, Orfanos SE. NEW INSIGHTS INTO THE PATHOPHYSIOLOGY OF TRAUMA AND HEMORRHAGE. Shock 2023; 59:6-9. [PMID: 36867756 DOI: 10.1097/shk.0000000000001954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2023]
Abstract
ABSTRACT Circulatory shock from trauma and hemorrhage remains a clinical challenge with mortality still high within the first hours after impact. It represents a complex disease involving the impairment of a number of physiological systems and organs and the interaction of different pathological mechanisms. Multiple external and patient-specific factors may further modulate and complicate the clinical course. Recently, novel targets and models with complex multiscale interaction of data from different sources have been identified which offer new windows of opportunity. Future works needs to consider patient-specific conditions and outcomes to mount shock research onto the next higher level of precision and personalized medicine.
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Affiliation(s)
- Marc Maegele
- Department of Traumatology and Orthopedic Surgery, Cologne-Merheim Medical Center, Institute for Research in Operative Medicine, University Witten-Herdecke, Cologne, Germany
| | - Federico Aletti
- Instituto de Ciência e Tecnologia, Universidade Federal de São Paulo, São José dos Campos, Brazil
| | - Philip A Efron
- Department of Surgery, Division of Acute Care Surgery and Surgical Critical Care, Laboratory of Inflammation Biology and Surgical Science, UF Health Critical Care Organization, Florida
| | - Borna Relja
- Department of Radiology and Nuclear Medicine, Experimental Radiology, Otto-von-Guericke University, Magdeburg, Germany
| | - Stylianos E Orfanos
- 1st Department of Critical Care Medicine, National and Kapodistrian University of Athens, Medical School, Greece
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3
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Chen W, Ji G, Wu R, Fang C, Lu H. Mass spectrometry-based candidate substrate and site identification of PTM enzymes. Trends Analyt Chem 2023. [DOI: 10.1016/j.trac.2023.116991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2023]
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4
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Dos Santos F, Li JB, Juocys N, Mazor R, Beretta L, Coufal NG, Lam MTY, Odish MF, Irigoyen MC, O’Donoghue AJ, Aletti F, Kistler EB. Plasma enzymatic activity, proteomics and peptidomics in COVID-19-induced sepsis: A novel approach for the analysis of hemostasis. Front Mol Biosci 2023; 9:1051471. [PMID: 36710882 PMCID: PMC9874325 DOI: 10.3389/fmolb.2022.1051471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 12/20/2022] [Indexed: 01/13/2023] Open
Abstract
Introduction: Infection by SARS-CoV-2 and subsequent COVID-19 can cause viral sepsis. We investigated plasma protease activity patterns in COVID-19-induced sepsis with bacterial superinfection, as well as plasma proteomics and peptidomics in order to assess the possible implications of enhanced proteolysis on major protein systems (e.g., coagulation). Methods: Patients (=4) admitted to the intensive care units (ICUs) at the University of California, San Diego (UCSD) Medical Center with confirmed positive test for COVID-19 by real-time reverse transcription polymerase chain reaction (RT-PCR) were enrolled in a study approved by the UCSD Institutional Review Board (IRB# 190699, Protocol #20-0006). Informed consent was obtained for the collection of blood samples and de-identified use of the data. Blood samples were collected at multiple time points and analyzed to quantify a) the circulating proteome and peptidome by mass spectrometry; b) the aminopeptidase activity in plasma; and c) the endopeptidase activity in plasma using fluorogenic substrates that are cleaved by trypsin-like endopeptidases, specific clotting factors and plasmin. The one patient who died was diagnosed with bacterial superinfection on day 7 after beginning of the study. Results: Spikes in protease activity (factor VII, trypsin-like activity), and corresponding increases in the intensity of peptides derived by hydrolysis of plasma proteins, especially of fibrinogen degradation products and downregulation of endogenous protease inhibitors were detected on day 7 for the patient who died. The activity of the analyzed proteases was stable in survivors. Discussion: The combination of multiomics and enzymatic activity quantification enabled to i) hypothesize that elevated proteolysis occurs in COVID-19-induced septic shock with bacterial superinfection, and ii) provide additional insight into malfunctioning protease-mediated systems, such as hemostasis.
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Affiliation(s)
- Fernando Dos Santos
- Department of Anesthesiology, School of Medicine, University of California, San Diego, CA, United States
| | - Joyce B. Li
- Department of Bioengineering, University of California, San Diego, CA, United States
| | - Nathalia Juocys
- Department of Anesthesiology, School of Medicine, University of California, San Diego, CA, United States
- Instituto do Coração, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (InCor-FMUSP), São Paulo, Brazil
| | - Rafi Mazor
- Department of Anesthesiology, School of Medicine, University of California, San Diego, CA, United States
| | - Laura Beretta
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, CA, United States
| | - Nicole G. Coufal
- Department of Pediatrics, School of Medicine, University of California, San Diego, CA, United States
| | - Michael T. Y. Lam
- Department of Medicine, School of Medicine, University of California, San Diego, CA, United States
| | - Mazen F. Odish
- Department of Medicine, School of Medicine, University of California, San Diego, CA, United States
| | - Maria Claudia Irigoyen
- Instituto do Coração, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (InCor-FMUSP), São Paulo, Brazil
| | - Anthony J. O’Donoghue
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, CA, United States
| | - Federico Aletti
- Instituto de Ciência e Tecnologia, Universidade Federal de São Paulo, São Josê dos Campos, Brazil
| | - Erik B. Kistler
- Department of Anesthesiology, School of Medicine, University of California, San Diego, CA, United States
- Department of Anesthesiology and Critical Care, VA San Diego Healthcare System, San Diego, CA, United States
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5
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Rohweder PJ, Jiang Z, Hurysz BM, O'Donoghue AJ, Craik CS. Multiplex substrate profiling by mass spectrometry for proteases. Methods Enzymol 2022; 682:375-411. [PMID: 36948708 PMCID: PMC10201391 DOI: 10.1016/bs.mie.2022.09.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Proteolysis is a central regulator of many biological pathways and the study of proteases has had a significant impact on our understanding of both native biology and disease. Proteases are key regulators of infectious disease and misregulated proteolysis in humans contributes to a variety of maladies, including cardiovascular disease, neurodegeneration, inflammatory diseases, and cancer. Central to understanding a protease's biological role, is characterizing its substrate specificity. This chapter will facilitate the characterization of individual proteases and complex, heterogeneous proteolytic mixtures and provide examples of the breadth of applications that leverage the characterization of misregulated proteolysis. Here we present the protocol of Multiplex Substrate Profiling by Mass Spectrometry (MSP-MS), a functional assay that quantitatively characterizes proteolysis using a synthetic library of physiochemically diverse, model peptide substrates, and mass spectrometry. We present a detailed protocol as well as examples of the use of MSP-MS for the study of disease states, for the development of diagnostic and prognostic tests, for the generation of tool compounds, and for the development of protease-targeted drugs.
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Affiliation(s)
- Peter J Rohweder
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, United States
| | - Zhenze Jiang
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, San Diego, CA, United States
| | - Brianna M Hurysz
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, San Diego, CA, United States
| | - Anthony J O'Donoghue
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, San Diego, CA, United States.
| | - Charles S Craik
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, United States.
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6
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Gautier B, Forêt Jacquard M, Guelfi S, Abbou S, Gonzalez E, Berthelot J, Boukhaddaoui H, Lebrun A, Legrand B, Tricaud N, Inguimbert N. Mapping the N-Terminal Hexokinase-I Binding Site onto Voltage-Dependent Anion Channel-1 To Block Peripheral Nerve Demyelination. J Med Chem 2022; 65:11633-11647. [PMID: 35984330 DOI: 10.1021/acs.jmedchem.2c00411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The voltage-dependent anion channel (VDAC), the most abundant protein on the outer mitochondrial membrane, is implicated in ATP, ion and metabolite exchange with cell compartments. In particular, the VDAC participates in cytoplasmic and mitochondrial Ca2+ homeostasis. Notably, the Ca2+ efflux out of Schwann cell mitochondria is involved in peripheral nerve demyelination that underlies most peripheral neuropathies. Hexokinase (HK) isoforms I and II, the main ligands of the VDAC, possess a hydrophobic N-terminal structured in α-helix (NHKI) that is necessary for the binding to the VDAC. To gain further insight into the molecular basis of HK binding to the VDAC, we developed and optimized peptides based on the NHKI sequence. These modifications lead to an increase of the peptide hydrophobicity and helical content that enhanced their ability to prevent peripheral nerve demyelination. Our results provide new insights into the molecular basis of VDAC/HK interaction that could lead to the development of therapeutic compounds for demyelinating peripheral neuropathies.
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Affiliation(s)
- Benoit Gautier
- Institut des Neurosciences de Montpellier, Université de Montpellier, 80 rue A. Fliche, Montpellier 34091, France
| | - Mélanie Forêt Jacquard
- UAR CNRS 3278, Centre de Recherche Insulaire et Observatoire de l'Environnement (CRIOBE), CNRS-EPHE-UPVD, Université de Perpignan Via Domitia, bâtiment T, 58 avenue P. Alduy, Perpignan 66860, France
| | - Sophie Guelfi
- Institut des Neurosciences de Montpellier, Université de Montpellier, 80 rue A. Fliche, Montpellier 34091, France
| | - Scarlette Abbou
- Institut des Neurosciences de Montpellier, Université de Montpellier, 80 rue A. Fliche, Montpellier 34091, France
| | - Elisa Gonzalez
- Institut des Neurosciences de Montpellier, Université de Montpellier, 80 rue A. Fliche, Montpellier 34091, France
| | - Jade Berthelot
- Institut des Neurosciences de Montpellier, Université de Montpellier, 80 rue A. Fliche, Montpellier 34091, France
| | - Hassan Boukhaddaoui
- Institut des Neurosciences de Montpellier, Université de Montpellier, 80 rue A. Fliche, Montpellier 34091, France
| | | | - Baptiste Legrand
- Institut des Biomolécules Max Mousseron, IBMM, UMR 5247, CNRS, Université de Montpellier, ENSCM, 15 Avenue Charles Flahault, Montpellier 34093, France
| | - Nicolas Tricaud
- Institut des Neurosciences de Montpellier, Université de Montpellier, 80 rue A. Fliche, Montpellier 34091, France.,LMP, University of Montpellier, Montpellier 34095, France.,I-Stem, UEVE U861, INSERM U861, AFM, Corbeil-Essonnes 91100, France
| | - Nicolas Inguimbert
- UAR CNRS 3278, Centre de Recherche Insulaire et Observatoire de l'Environnement (CRIOBE), CNRS-EPHE-UPVD, Université de Perpignan Via Domitia, bâtiment T, 58 avenue P. Alduy, Perpignan 66860, France.,LMP, University of Montpellier, Montpellier 34095, France
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7
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Sato A, Fukase T, Ebina K. Biotinylated peptides substituted with D‐amino acids with high stability as anti‐anaphylactic agents targeting platelet‐activating factor. J Pept Sci 2022; 28:e3412. [DOI: 10.1002/psc.3412] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 03/21/2022] [Accepted: 04/14/2022] [Indexed: 11/06/2022]
Affiliation(s)
- Akira Sato
- Faculty of Pharmacy Iryo Sosei University Fukushima Japan
- Graduate School of Life Science and Technology, Iryo Sosei University Fukushima Japan
| | | | - Keiichi Ebina
- Faculty of Pharmacy Iryo Sosei University Fukushima Japan
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Jiang Z, Lietz CB, Podvin S, Yoon MC, Toneff T, Hook V, O’Donoghue AJ. Differential Neuropeptidomes of Dense Core Secretory Vesicles (DCSV) Produced at Intravesicular and Extracellular pH Conditions by Proteolytic Processing. ACS Chem Neurosci 2021; 12:2385-2398. [PMID: 34153188 PMCID: PMC8267839 DOI: 10.1021/acschemneuro.1c00133] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
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Neuropeptides mediate
cell–cell signaling in the nervous
and endocrine systems. The neuropeptidome is the spectrum of peptides
generated from precursors by proteolysis within dense core secretory
vesicles (DCSV). DCSV neuropeptides and contents are released to the
extracellular environment where further processing for neuropeptide
formation may occur. To assess the DCSV proteolytic capacity for production
of neuropeptidomes at intravesicular pH 5.5 and extracellular pH 7.2,
neuropeptidomics, proteomics, and protease assays were conducted using
chromaffin granules (CG) purified from adrenal medulla. CG are an
established model of DCSV. The CG neuropeptidome consisted of 1239
unique peptides derived from 15 proneuropeptides that were colocalized
with 64 proteases. Distinct CG neuropeptidomes were generated at the
internal DCSV pH of 5.5 compared to the extracellular pH of 7.2. Class-specific
protease inhibitors differentially regulated neuropeptidome production
involving aspartic, cysteine, serine, and metallo proteases. The substrate
cleavage properties of CG proteases were assessed by multiplex substrate
profiling by mass spectrometry (MSP-MS) that uses a synthetic peptide
library containing diverse cleavage sites for endopeptidases and exopeptidases.
Parallel inhibitor-sensitive cleavages for neuropeptidome production
and peptide library proteolysis led to elucidation of six CG proteases
involved in neuropeptidome production, represented by cathepsins A,
B, C, D, and L and carboxypeptidase E (CPE). The MSP-MS profiles of
these six enzymes represented the majority of CG proteolytic cleavages
utilized for neuropeptidome production. These findings provide new
insight into the DCSV proteolytic system for production of distinct
neuropeptidomes at the internal CG pH of 5.5 and at the extracellular
pH of 7.2.
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Affiliation(s)
- Zhenze Jiang
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California 92093, United States
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, California 92093, United States
| | - Christopher B. Lietz
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California 92093, United States
| | - Sonia Podvin
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California 92093, United States
| | - Michael C. Yoon
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California 92093, United States
| | - Thomas Toneff
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California 92093, United States
| | - Vivian Hook
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California 92093, United States
- Department of Neuroscience and Department of Pharmacology, University of California, San Diego, La Jolla, California 92093, United States
| | - Anthony J. O’Donoghue
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, California 92093, United States
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9
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Hartman E, Wallblom K, van der Plas MJA, Petrlova J, Cai J, Saleh K, Kjellström S, Schmidtchen A. Bioinformatic Analysis of the Wound Peptidome Reveals Potential Biomarkers and Antimicrobial Peptides. Front Immunol 2021; 11:620707. [PMID: 33613550 PMCID: PMC7888259 DOI: 10.3389/fimmu.2020.620707] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 12/21/2020] [Indexed: 12/18/2022] Open
Abstract
Wound infection is a common and serious medical condition with an unmet need for improved diagnostic tools. A peptidomic approach, aided by mass spectrometry and bioinformatics, could provide novel means of identifying new peptide biomarkers for wound healing and infection assessment. Wound fluid is suitable for peptidomic analysis since it is both intimately tied to the wound environment and is readily available. In this study we investigate the peptidomes of wound fluids derived from surgical drainages following mastectomy and from wound dressings following facial skin grafting. By applying sorting algorithms and open source third party software to peptidomic label free tandem mass spectrometry data we provide an unbiased general methodology for analyzing and differentiating between peptidomes. We show that the wound fluid peptidomes of patients are highly individualized. However, differences emerge when grouping the patients depending on wound type. Furthermore, the abundance of peptides originating from documented antimicrobial regions of hemoglobin in infected wounds may contribute to an antimicrobial wound environment, as determined by in silico analysis. We validate our findings by compiling literature on peptide biomarkers and peptides of physiological significance and cross checking the results against our dataset, demonstrating that well-documented peptides of immunological significance are abundant in infected wounds, and originate from certain distinct regions in proteins such as hemoglobin and fibrinogen. Ultimately, we have demonstrated the power using sorting algorithms and open source software to help yield insights and visualize peptidomic data.
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Affiliation(s)
- Erik Hartman
- Division of Dermatology and Venereology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Karl Wallblom
- Division of Dermatology and Venereology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Mariena J. A. van der Plas
- Division of Dermatology and Venereology, Department of Clinical Sciences, Lund University, Lund, Sweden
- LEO Foundation Center for Cutaneous Drug Delivery, Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark
| | - Jitka Petrlova
- Division of Dermatology and Venereology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Jun Cai
- LEO Foundation Center for Cutaneous Drug Delivery, Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark
| | - Karim Saleh
- Division of Dermatology and Venereology, Department of Clinical Sciences, Lund University, Lund, Sweden
- Dermatology, Skane University Hospital, Lund, Sweden
| | - Sven Kjellström
- Division of Mass Spectrometry, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Artur Schmidtchen
- Division of Dermatology and Venereology, Department of Clinical Sciences, Lund University, Lund, Sweden
- Dermatology, Skane University Hospital, Lund, Sweden
- Copenhagen Wound Healing Center, Bispebjerg Hospital, Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
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