1
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Verschuren L, Mak AL, van Koppen A, Özsezen S, Difrancesco S, Caspers MPM, Snabel J, van der Meer D, van Dijk AM, Rashu EB, Nabilou P, Werge MP, van Son K, Kleemann R, Kiliaan AJ, Hazebroek EJ, Boonstra A, Brouwer WP, Doukas M, Gupta S, Kluft C, Nieuwdorp M, Verheij J, Gluud LL, Holleboom AG, Tushuizen ME, Hanemaaijer R. Development of a novel non-invasive biomarker panel for hepatic fibrosis in MASLD. Nat Commun 2024; 15:4564. [PMID: 38811591 PMCID: PMC11137090 DOI: 10.1038/s41467-024-48956-0] [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: 08/23/2023] [Accepted: 05/20/2024] [Indexed: 05/31/2024] Open
Abstract
Accurate non-invasive biomarkers to diagnose metabolic dysfunction-associated steatotic liver disease (MASLD)-related fibrosis are urgently needed. This study applies a translational approach to develop a blood-based biomarker panel for fibrosis detection in MASLD. A molecular gene expression signature identified from a diet-induced MASLD mouse model (LDLr-/-.Leiden) is translated into human blood-based biomarkers based on liver biopsy transcriptomic profiles and protein levels in MASLD patient serum samples. The resulting biomarker panel consists of IGFBP7, SSc5D and Sema4D. LightGBM modeling using this panel demonstrates high accuracy in predicting MASLD fibrosis stage (F0/F1: AUC = 0.82; F2: AUC = 0.89; F3/F4: AUC = 0.87), which is replicated in an independent validation cohort. The overall accuracy of the model outperforms predictions by the existing markers Fib-4, APRI and FibroScan. In conclusion, here we show a disease mechanism-related blood-based biomarker panel with three biomarkers which is able to identify MASLD patients with mild or advanced hepatic fibrosis with high accuracy.
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Affiliation(s)
| | - Anne Linde Mak
- Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | | | | | | | | | | | | | - Anne-Marieke van Dijk
- Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Elias Badal Rashu
- Gastro Unit, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark and Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Puria Nabilou
- Gastro Unit, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark and Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Mikkel Parsberg Werge
- Gastro Unit, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark and Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Koen van Son
- Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | | | - Amanda J Kiliaan
- Department of Medical Imaging, Anatomy, and Radboud Alzheimer Center, Radboud University Medical Center, Donders Institute for Brain, Cognition, and Behavior, Nijmegen, the Netherlands
| | - Eric J Hazebroek
- Department of Bariatric Surgery, Vitalys, Rijnstate Hospital, Arnhem, the Netherlands and Division of Human Nutrition and Health, Wageningen University, Wageningen, The Netherlands
| | - André Boonstra
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Willem P Brouwer
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Michail Doukas
- Department of Pathology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Saurabh Gupta
- Translational Medicine, Bristol Meyers Squibb, Princeton Pike, NJ, USA
| | | | - Max Nieuwdorp
- Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Joanne Verheij
- Department of Pathology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Lise Lotte Gluud
- Gastro Unit, Copenhagen University Hospital Hvidovre, Hvidovre, Denmark and Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Adriaan G Holleboom
- Department of Vascular Medicine, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Maarten E Tushuizen
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
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2
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Abu Jhaisha S, Hohlstein P, Yagmur E, Köller V, Pollmanns MR, Adams JK, Wirtz TH, Brozat JF, Bündgens L, Hamesch K, Weiskirchen R, Tacke F, Trautwein C, Koch A. Soluble Semaphorin 4D Serum Concentrations Are Elevated in Critically Ill Patients with Liver Cirrhosis and Correlate with Aminotransferases. Diagnostics (Basel) 2024; 14:370. [PMID: 38396409 PMCID: PMC10887520 DOI: 10.3390/diagnostics14040370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 01/29/2024] [Accepted: 02/05/2024] [Indexed: 02/25/2024] Open
Abstract
Semaphorin 4D (Sema4D), also known as CD100, is a multifunctional transmembrane protein with immunoregulatory functions. Upon the activation of immune cells, soluble Semaphorin 4D (sSema4D) is proteolytically cleaved from the membrane by metalloproteinases. sSema4D levels are elevated in various (auto-)inflammatory diseases. Our aim was to investigate sSema4D levels in association with sepsis and critical illnesses and to evaluate sSema4D's potential as a prognostic biomarker. We measured sSema4D levels in 192 patients upon admission to our medical intensive care unit. We found similar levels of sSema4D in 125 patients with sepsis compared to 67 non-septic patients. sSema4D levels correlated with leukocytes but not with other markers of systemic inflammation such as C-reactive protein or procalcitonin. Most interestingly, in a subgroup of patients suffering from pre-existing liver cirrhosis, we observed significantly higher levels of sSema4D. Consistently, sSema4D was also positively correlated with markers of hepatic and cholestatic injury. Our study suggests that sSema4D is not regulated in sepsis compared to other causes of critical illness. However, sSema4D seems to be associated with hepatic injury and inflammation.
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Affiliation(s)
- Samira Abu Jhaisha
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
| | - Philipp Hohlstein
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
| | - Eray Yagmur
- Institute of Laboratory Medicine, Western Palatinate Hospital, 67655 Kaiserslautern, Germany;
| | - Vera Köller
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
| | - Maike R. Pollmanns
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
| | - Jule K. Adams
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
| | - Theresa H. Wirtz
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
| | - Jonathan F. Brozat
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
- Department of Hepatology and Gastroenterology, Charité—Universitätsmedizin Berlin, Campus Virchow-Klinikum (CVK) and Campus Charité Mitte (CCM), Augustenburger Platz 1, 13353 Berlin, Germany;
| | - Lukas Bündgens
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
| | - Karim Hamesch
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
| | - Ralf Weiskirchen
- Institute of Molecular Pathobiochemistry, Experimental Gene Therapy and Clinical Chemistry (IFMPEGKC), RWTH-University Hospital Aachen, Pauwelsstraße 30, 52074 Aachen, Germany;
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Charité—Universitätsmedizin Berlin, Campus Virchow-Klinikum (CVK) and Campus Charité Mitte (CCM), Augustenburger Platz 1, 13353 Berlin, Germany;
| | - Christian Trautwein
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
| | - Alexander Koch
- Department of Medicine III, RWTH-University Hospital Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany (K.H.)
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3
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Xu R, Höß C, Swiercz JM, Brandt DT, Lutz V, Petersen N, Li R, Zhao D, Oleksy A, Creigh-Pulatmen T, Trokter M, Fedorova M, Atzberger A, Strandby RB, Olsen AA, Achiam MP, Matthews D, Huber M, Gröne HJ, Offermanns S, Worzfeld T. A semaphorin-plexin-Rasal1 signaling pathway inhibits gastrin expression and protects against peptic ulcers. Sci Transl Med 2022; 14:eabf1922. [PMID: 35857828 DOI: 10.1126/scitranslmed.abf1922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Peptic ulcer disease is a frequent clinical problem with potentially serious complications such as bleeding or perforation. A decisive factor in the pathogenesis of peptic ulcers is gastric acid, the secretion of which is controlled by the hormone gastrin released from gastric G cells. However, the molecular mechanisms regulating gastrin plasma concentrations are poorly understood. Here, we identified a semaphorin-plexin signaling pathway that operates in gastric G cells to inhibit gastrin expression on a transcriptional level, thereby limiting food-stimulated gastrin release and gastric acid secretion. Using a systematic siRNA screening approach combined with biochemical, cell biology, and in vivo mouse experiments, we found that the RasGAP protein Rasal1 is a central mediator of plexin signal transduction, which suppresses gastrin expression through inactivation of the small GTPase R-Ras. Moreover, we show that Rasal1 is pathophysiologically relevant for the pathogenesis of peptic ulcers induced by nonsteroidal anti-inflammatory drugs (NSAIDs), a main risk factor of peptic ulcers in humans. Last, we show that application of recombinant semaphorin 4D alleviates peptic ulcer disease in mice in vivo, demonstrating that this signaling pathway can be harnessed pharmacologically. This study unravels a mode of G cell regulation that is functionally important in gastric homeostasis and disease.
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Affiliation(s)
- Rui Xu
- Institute of Pharmacology, University of Marburg, Marburg 35043, Germany.,Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Bad Nauheim 61231, Germany
| | - Carsten Höß
- Institute of Pharmacology, University of Marburg, Marburg 35043, Germany
| | - Jakub M Swiercz
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Bad Nauheim 61231, Germany
| | - Dominique T Brandt
- Institute of Pharmacology, University of Marburg, Marburg 35043, Germany
| | - Veronika Lutz
- Institute for Medical Microbiology and Hospital Hygiene, University of Marburg, Marburg 35043, Germany
| | - Natalia Petersen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health Sciences, University of Copenhagen, Copenhagen 2200, Denmark
| | - Rui Li
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Bad Nauheim 61231, Germany
| | - Dandan Zhao
- Institute of Pharmacology, University of Marburg, Marburg 35043, Germany
| | | | | | | | | | - Ann Atzberger
- Flow Cytometry Facility, Max Planck Institute for Heart and Lung Research, Bad Nauheim 61231, Germany
| | - Rune B Strandby
- Department of Surgical Gastroenterology, Rigshospitalet, University of Copenhagen, Copenhagen 2100, Denmark
| | - August A Olsen
- Department of Surgical Gastroenterology, Rigshospitalet, University of Copenhagen, Copenhagen 2100, Denmark
| | - Michael P Achiam
- Department of Surgical Gastroenterology, Rigshospitalet, University of Copenhagen, Copenhagen 2100, Denmark
| | | | - Magdalena Huber
- Institute for Medical Microbiology and Hospital Hygiene, University of Marburg, Marburg 35043, Germany
| | - Hermann-Josef Gröne
- Institute of Pharmacology, University of Marburg, Marburg 35043, Germany.,Medical Faculty, University of Heidelberg, Heidelberg 69120, Germany
| | - Stefan Offermanns
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Bad Nauheim 61231, Germany.,Medical Faculty, University of Frankfurt, Frankfurt 60590, Germany
| | - Thomas Worzfeld
- Institute of Pharmacology, University of Marburg, Marburg 35043, Germany.,Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Bad Nauheim 61231, Germany
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4
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The emerging roles of semaphorin4D/CD100 in immunological diseases. Biochem Soc Trans 2021; 48:2875-2890. [PMID: 33258873 DOI: 10.1042/bst20200821] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 10/27/2020] [Accepted: 11/02/2020] [Indexed: 02/05/2023]
Abstract
In vertebrates, the semaphorin family of proteins is composed of 21 members that are divided into five subfamilies, i.e. classes 3 to 7. Semaphorins play crucial roles in regulating multiple biological processes, such as neural remodeling, tissue regeneration, cancer progression, and, especially, in immunological regulation. Semaphorin 4D (SEMA4D), also known as CD100, is an important member of the semaphorin family and was first characterized as a lymphocyte-specific marker. SEMA4D has diverse effects on immunologic processes, including immune cell proliferation, differentiation, activation, and migration, through binding to its specific membrane receptors CD72, PLXNB1, and PLXNB2. Furthermore, SEMA4D and its underlying signaling have been increasingly linked with several immunological diseases. This review focuses on the significant immunoregulatory role of SEMA4D and the associated underlying mechanisms, as well as the potential application of SEMA4D as a diagnostic marker and therapeutic target for the treatment of immunological diseases.
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