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Martin D, Rödel F, Hehlgans S, Looso M, Ziegler PK, Fleischmann M, Diefenhardt M, Fries L, Kalinauskaite G, Tinhofer I, Zips D, Gani C, Rödel C, Fokas E. Inflammatory pathways confer resistance to chemoradiotherapy in anal squamous cell carcinoma. NPJ Precis Oncol 2024; 8:93. [PMID: 38653773 DOI: 10.1038/s41698-024-00585-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 03/22/2024] [Indexed: 04/25/2024] Open
Abstract
Anal squamous cell carcinoma (ASCC) is associated with immunosuppression and infection with human papillomavirus (HPV). Response to standard chemoradiotherapy (CRT) varies considerably. A comprehensive molecular characterization of CRT resistance is lacking, and little is known about the interplay between tumor immune contexture, host immunity, and immunosuppressive and/or immune activating effects of CRT. Patients with localized ASCC, treated with CRT at three different sites of the German Cancer Consortium (DKTK) were included. Patient cohorts for molecular analysis included baseline formalin fixed paraffin embedded biopsies for immunohistochemistry (n = 130), baseline RNA sequencing (n = 98), peripheral blood immune profiling (n = 47), and serum cytokine measurement (n = 35). Gene set enrichment analysis showed that pathways for IFNγ, IFNα, inflammatory response, TNFα signaling via NF-κB, and EMT were significantly enriched in poor responders (all p < 0.001). Expression of interferon-induced transmembrane protein 1 (IFITM1), both on mRNA and protein levels, was associated with reduced Freedom from locoregional failure (FFLF, p = 0.037) and freedom from distant metastasis (FFDM, p = 0.014). An increase of PD-L1 expression on CD4+ T-cells (p < 0.001) and an increase in HLA-DR expression on T-cells (p < 0.001) was observed in the peripheral blood after CRT. Elevated levels of regulatory T-cells and CXCL2 were associated with reduced FFLF (p = 0.0044 and p = 0.004, respectively). Inflammatory pathways in tissue in line with elevated levels of regulatory T-cells and CXCL2 in peripheral blood are associated with resistance to CRT. To counteract this resistance mechanism, the RADIANCE randomized phase-2 trial currently tests the addition of the immune checkpoint inhibitor durvalumab to standard CRT in locally advanced ASCC.
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Affiliation(s)
- D Martin
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, University Hospital, Frankfurt, Germany.
- German Cancer Consortium (DKTK), Partner Site Frankfurt, A Partnership between DKFZ and University Hospital Frankfurt, Frankfurt, Germany.
- Frankfurt Cancer Institute (FCI), Goethe University Frankfurt, Frankfurt, Germany.
| | - F Rödel
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, University Hospital, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt, A Partnership between DKFZ and University Hospital Frankfurt, Frankfurt, Germany
- Frankfurt Cancer Institute (FCI), Goethe University Frankfurt, Frankfurt, Germany
| | - S Hehlgans
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, University Hospital, Frankfurt, Germany
| | - M Looso
- Max Planck Institute for Heart and Lung Research, Bioinformatics Core Unit, Bad Nauheim, Germany
| | - P K Ziegler
- German Cancer Consortium (DKTK), Partner Site Frankfurt, A Partnership between DKFZ and University Hospital Frankfurt, Frankfurt, Germany
- Frankfurt Cancer Institute (FCI), Goethe University Frankfurt, Frankfurt, Germany
- Dr. Senckenberg Institute of Pathology, Goethe University Frankfurt, University Hospital, Frankfurt, Germany
| | - M Fleischmann
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, University Hospital, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt, A Partnership between DKFZ and University Hospital Frankfurt, Frankfurt, Germany
- Frankfurt Cancer Institute (FCI), Goethe University Frankfurt, Frankfurt, Germany
| | - M Diefenhardt
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, University Hospital, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt, A Partnership between DKFZ and University Hospital Frankfurt, Frankfurt, Germany
- Frankfurt Cancer Institute (FCI), Goethe University Frankfurt, Frankfurt, Germany
| | - L Fries
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, University Hospital, Frankfurt, Germany
| | - G Kalinauskaite
- Department of Radiooncology and Radiotherapy, Charité University Hospital Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, A Partnership between DKFZ and Charité University Hospital Berlin, Berlin, Germany
| | - I Tinhofer
- Department of Radiooncology and Radiotherapy, Charité University Hospital Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, A Partnership between DKFZ and Charité University Hospital Berlin, Berlin, Germany
| | - D Zips
- Department of Radiooncology and Radiotherapy, Charité University Hospital Berlin, Berlin, Germany
- German Cancer Consortium (DKTK), Partner Site Berlin, A Partnership between DKFZ and Charité University Hospital Berlin, Berlin, Germany
| | - C Gani
- Eberhard Karls University, Tübingen, University Hospital Tübingen, Department of Radiation Oncology, Tübingen, Germany
- German Cancer Consortium (DKTK), Partner Site Tübingen, A Partnership between DKFZ and University Hospital Tübingen, Tübingen, Germany
| | - C Rödel
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, University Hospital, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt, A Partnership between DKFZ and University Hospital Frankfurt, Frankfurt, Germany
- Frankfurt Cancer Institute (FCI), Goethe University Frankfurt, Frankfurt, Germany
| | - E Fokas
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, University Hospital, Frankfurt, Germany
- German Cancer Consortium (DKTK), Partner Site Frankfurt, A Partnership between DKFZ and University Hospital Frankfurt, Frankfurt, Germany
- Frankfurt Cancer Institute (FCI), Goethe University Frankfurt, Frankfurt, Germany
- Department of Radiation Oncology, Cyberknife and Radiotherapy, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf (CIO ABCD), University of Cologne, Faculty of Medicine and University Hospital of Cologne, Cologne, Germany
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Geyer M, Schönfeld C, Schreiyäck C, Susanto S, Michel C, Looso M, Braun T, Borchardt T, Neumann E, Müller-Ladner U. Comparative transcriptional profiling of regenerating damaged knee joints in two animal models of the newt Notophthalmus viridescens strengthens the role of candidate genes involved in osteoarthritis. Osteoarthritis and Cartilage Open 2022; 4:100273. [DOI: 10.1016/j.ocarto.2022.100273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 05/10/2022] [Accepted: 05/12/2022] [Indexed: 10/18/2022] Open
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Tombor L, John D, Glaser S, Luxan G, Forte E, Furtado M, Rosenthal N, Manavski Y, Fischer A, Muhly-Reinholz M, Looso M, Acker T, Harvey R, Abplanalp A, Dimmeler S. Single cell sequencing reveals endothelial plasticity with transient mesenchymal activation after myocardial infarction. Eur Heart J 2020. [DOI: 10.1093/ehjci/ehaa946.3736] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
After myocardial infarct (MI), followed by ischemia and scar formation, interstitial cells play key roles in the adaptation to injury. Endothelial cells (ECs), for instance, can clonally expand, migrate into the infarct area and facilitate crucial functions promoting revascularization, reestablishment of oxygen supply and secretion of paracrine factors. Moreover, ECs can transiently undergo changes towards a mesenchymal phenotype (Endothelial-to-mesenchymal transition; EndMT). Whether this process contributes to long-term cardiac fibrosis or helps to facilitate post-ischemic vessel growth remains controversial. Here, we aim to delineate kinetics and characteristics of phenotypic changes in ECs with single cell RNA-sequencing (scRNA-seq).
We performed a time course (homeostasis or 0 day (d), 1d, 3d, 5d, 7d, 14d, 28d post-MI) in mice and isolated the non-cardiomyocyte fraction for scRNA-seq (n=35,312 cells). Pecam1/Cdh5 double positive ECs showed expression of apoptosis, hypoxia and inflammation markers at 3d. Bioinformatic cell cycle analysis predicted high association with proliferative capacities at 3d, indicative of EC turnover post-MI. Metabolism, recently linked to regulate EndMT, was altered. We found genes of the glycolysis and the TCA-cycle pathway upregulated at 1d to 3d, and a decrease of fatty acid signaling genes. At 3d, mesenchymal markers Fn1, Vim, S100a4, Serpine1 transiently increased compared to homeostasis (>1.6-fold, p<0.05) together with a reduction of EC genes such as Pecam1. Interestingly, mesenchymal transition was transient and returned to baseline levels at 28d after MI. Cell fate trajectory analysis confirmed these findings by identifying an EC state characterized by high proliferation and mesenchymal but low EC properties. At 3d to 7d the majority of the ECs were assigned to this state, based on their transcriptomic profile.
We additionally used Cdh5-CreERT2; R26-mT/mG mice followed by scRNA-seq to trace the fate of ECs. Bioinformatic analysis of GFP-positive ECs confirmed the gain in mesenchymal marker but revealed no full transition to the mesenchymal state at later timepoints. This suggests a transient mesenchymal activation of ECs rather than a complete lineage transition. We further induced EndMT with TGF-β2 in ECs in vitro and observed reversibility of the phenotype after withdrawal of the stimulus. After treatment, ECs upregulated various mesenchymal marker genes. Withdrawal of TGF-β2 at 3d or 7d, reverted expression to baseline levels. We further determined DNA methylation of EndMT gene loci to assess if TGF-β2 leads to a true fate change but did not observe changes after TGF-β2 stimulation and withdrawal. Taken together, our data suggests that ECs undergo a transient mesenchymal activation concomitant with a metabolic adaptation early after MI but do not acquire a long-term mesenchymal fate. This activation may facilitate EC migration and clonal expansion to regenerate the vascular network.
Funding Acknowledgement
Type of funding source: Foundation. Main funding source(s): German Center of Cardiovascular Research (DZHK), Deutsche Forschungsgemeinschaft (DFG) CRC1366 Project B4
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Affiliation(s)
- L Tombor
- Institute for Cardiovascular Regeneration, Goethe University, Frankfurt am Main, Germany
| | - D John
- Institute for Cardiovascular Regeneration, Goethe University, Frankfurt am Main, Germany
| | - S.F Glaser
- Institute for Cardiovascular Regeneration, Goethe University, Frankfurt am Main, Germany
| | - G Luxan
- Institute for Cardiovascular Regeneration, Goethe University, Frankfurt am Main, Germany
| | - E Forte
- The Jackson Lab, Bar Harbor, United States of America
| | - M Furtado
- The Jackson Lab, Bar Harbor, United States of America
| | - N Rosenthal
- The Jackson Lab, Bar Harbor, United States of America
| | - Y Manavski
- Institute for Cardiovascular Regeneration, Goethe University, Frankfurt am Main, Germany
| | - A Fischer
- Institute for Cardiovascular Regeneration, Goethe University, Frankfurt am Main, Germany
| | - M Muhly-Reinholz
- Institute for Cardiovascular Regeneration, Goethe University, Frankfurt am Main, Germany
| | - M Looso
- Max Planck Institute for Heart and Lung Research, Bad Nauheim, Germany
| | - T Acker
- Justus-Liebig University of Giessen, Giessen, Germany
| | - R Harvey
- Victor Chang Cardiac Research Institute, Sydney, Australia
| | - A Abplanalp
- Institute for Cardiovascular Regeneration, Goethe University, Frankfurt am Main, Germany
| | - S Dimmeler
- Institute for Cardiovascular Regeneration, Goethe University, Frankfurt am Main, Germany
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Kaur H, Carvalho J, Looso M, Singh P, Chennupati R, Preussner J, Günther S, Albarrán-Juárez J, Tischner D, Classen S, Offermanns S, Wettschureck N. Single-cell profiling reveals heterogeneity and functional patterning of GPCR expression in the vascular system. Nat Commun 2017. [PMID: 28621310 PMCID: PMC5481776 DOI: 10.1038/ncomms15700] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
G-protein-coupled receptor (GPCR) expression is extensively studied in bulk cDNA, but heterogeneity and functional patterning of GPCR expression in individual vascular cells is poorly understood. Here, we perform a microfluidic-based single-cell GPCR expression analysis in primary smooth muscle cells (SMC) and endothelial cells (EC). GPCR expression is highly heterogeneous in all cell types, which is confirmed in reporter mice, on the protein level and in human cells. Inflammatory activation in murine models of sepsis or atherosclerosis results in characteristic changes in the GPCR repertoire, and we identify functionally relevant subgroups of cells that are characterized by specific GPCR patterns. We further show that dedifferentiating SMC upregulate GPCRs such as Gpr39, Gprc5b, Gprc5c or Gpr124, and that selective targeting of Gprc5b modulates their differentiation state. Taken together, single-cell profiling identifies receptors expressed on pathologically relevant subpopulations and provides a basis for the development of new therapeutic strategies in vascular diseases. GPCRs are key regulators of vascular functions. By analysing single-cell GPCRs expression in vascular smooth muscle and endothelial cells from healthy and diseased murine vessels, Kaur et al. show that GPCR expression is highly heterogeneous in all cell types and that disease causes GPCR repertoire changes depending on cell type and vascular localization.
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Affiliation(s)
- H Kaur
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany
| | - J Carvalho
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany
| | - M Looso
- ECCPS Bioinformatics Facility, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany
| | - P Singh
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany
| | - R Chennupati
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany
| | - J Preussner
- ECCPS Bioinformatics Facility, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany
| | - S Günther
- ECCPS Deep sequencing platform, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany
| | - J Albarrán-Juárez
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany
| | - D Tischner
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany
| | - S Classen
- Harvey Vascular Centre, Kerckhoff-Klinik, Benekestraße 2-8, 61231 Bad Nauheim, Germany
| | - S Offermanns
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany.,Medical Faculty, J.W. Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany
| | - N Wettschureck
- Department of Pharmacology, Max Planck Institute for Heart and Lung Research, Ludwigstr 43, 61231 Bad Nauheim, Germany.,Medical Faculty, J.W. Goethe University, Theodor-Stern-Kai 7, 60590 Frankfurt, Germany
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Josipovic I, Fork C, Preussner J, Prior KK, Iloska D, Vasconez AE, Labocha S, Angioni C, Thomas D, Ferreirós N, Looso M, Pullamsetti SS, Geisslinger G, Steinhilber D, Brandes RP, Leisegang MS. PAFAH1B1 and the lncRNA NONHSAT073641 maintain an angiogenic phenotype in human endothelial cells. Acta Physiol (Oxf) 2016; 218:13-27. [PMID: 27124368 DOI: 10.1111/apha.12700] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2016] [Revised: 04/25/2016] [Accepted: 04/25/2016] [Indexed: 11/26/2022]
Abstract
AIM Platelet-activating factor acetyl hydrolase 1B1 (PAFAH1B1, also known as Lis1) is a protein essentially involved in neurogenesis and mostly studied in the nervous system. As we observed a significant expression of PAFAH1B1 in the vascular system, we hypothesized that PAFAH1B1 is important during angiogenesis of endothelial cells as well as in human vascular diseases. METHOD The functional relevance of the protein in endothelial cell angiogenic function, its downstream targets and the influence of NONHSAT073641, a long non-coding RNA (lncRNA) with 92% similarity to PAFAH1B1, were studied by knockdown and overexpression in human umbilical vein endothelial cells (HUVEC). RESULTS Knockdown of PAFAH1B1 led to impaired tube formation of HUVEC and decreased sprouting in the spheroid assay. Accordingly, the overexpression of PAFAH1B1 increased tube number, sprout length and sprout number. LncRNA NONHSAT073641 behaved similarly. Microarray analysis after PAFAH1B1 knockdown and its overexpression indicated that the protein maintains Matrix Gla Protein (MGP) expression. Chromatin immunoprecipitation experiments revealed that PAFAH1B1 is required for active histone marks and proper binding of RNA Polymerase II to the transcriptional start site of MGP. MGP itself was required for endothelial angiogenic capacity and knockdown of both, PAFAH1B1 and MGP, reduced migration. In vascular samples of patients with chronic thromboembolic pulmonary hypertension (CTEPH), PAFAH1B1 and MGP were upregulated. The function of PAFAH1B1 required the presence of the intact protein as overexpression of NONHSAT073641, which was highly upregulated during CTEPH, did not affect PAFAH1B1 target genes. CONCLUSION PAFAH1B1 and NONHSAT073641 are important for endothelial angiogenic function.
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Affiliation(s)
- I Josipovic
- Institute for Cardiovascular Physiology, Goethe-University, Frankfurt, Germany
- German Center for Cardiovascular Research (DZHK), Partner site RheinMain, Frankfurt, Germany
| | - C Fork
- Institute for Cardiovascular Physiology, Goethe-University, Frankfurt, Germany
- German Center for Cardiovascular Research (DZHK), Partner site RheinMain, Frankfurt, Germany
| | - J Preussner
- Max-Planck-Institute for Heart and Lung Research, Bad Nauheim, Germany
| | - K-K Prior
- Institute for Cardiovascular Physiology, Goethe-University, Frankfurt, Germany
- German Center for Cardiovascular Research (DZHK), Partner site RheinMain, Frankfurt, Germany
| | - D Iloska
- Department of Lung Development and Remodeling, German Center for Lung Research (DZL), Max-Planck-Institute for Heart and Lung Research, Bad Nauheim, Germany
| | - A E Vasconez
- Institute for Cardiovascular Physiology, Goethe-University, Frankfurt, Germany
- German Center for Cardiovascular Research (DZHK), Partner site RheinMain, Frankfurt, Germany
| | - S Labocha
- Pharmazentrum Frankfurt, Institute of Clinical Pharmacology, Goethe-University, Frankfurt, Germany
| | - C Angioni
- Pharmazentrum Frankfurt, Institute of Clinical Pharmacology, Goethe-University, Frankfurt, Germany
| | - D Thomas
- Pharmazentrum Frankfurt, Institute of Clinical Pharmacology, Goethe-University, Frankfurt, Germany
| | - N Ferreirós
- Pharmazentrum Frankfurt, Institute of Clinical Pharmacology, Goethe-University, Frankfurt, Germany
| | - M Looso
- Max-Planck-Institute for Heart and Lung Research, Bad Nauheim, Germany
| | - S S Pullamsetti
- Department of Lung Development and Remodeling, German Center for Lung Research (DZL), Max-Planck-Institute for Heart and Lung Research, Bad Nauheim, Germany
- Department of Internal Medicine, Universities of Giessen and Marburg Lung Center (UGMLC), German Center for Lung Research (DZL), Justus-Liebig University, Giessen, Germany
| | - G Geisslinger
- Pharmazentrum Frankfurt, Institute of Clinical Pharmacology, Goethe-University, Frankfurt, Germany
| | - D Steinhilber
- Institute of Pharmaceutical Chemistry/ZAFES, Goethe-University, Frankfurt, Germany
| | - R P Brandes
- Institute for Cardiovascular Physiology, Goethe-University, Frankfurt, Germany
- German Center for Cardiovascular Research (DZHK), Partner site RheinMain, Frankfurt, Germany
| | - M S Leisegang
- Institute for Cardiovascular Physiology, Goethe-University, Frankfurt, Germany
- German Center for Cardiovascular Research (DZHK), Partner site RheinMain, Frankfurt, Germany
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Schoenfeld C, Geyer M, Schreiyaeck C, Junker S, Lange U, Looso M, Braun T, Neumann E, Mueller-Ladner U. OP0073 RNA-SEQ Based Identification of Factors Involved in Knee Joint Regeneration after Induced Osteoarthritis in Notophthalmus Viridescens. Ann Rheum Dis 2016. [DOI: 10.1136/annrheumdis-2016-eular.5547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Schoenfeld C, Susanto S, Geyer M, Schreiyäck C, Lange U, Looso M, Braun T, Neumann E, Müller-Ladner U. THU0460 Tenascin-C in Joint Regeneration After Induced Osteoarthritis in the Newt Notophthalmus Viridescens. Ann Rheum Dis 2015. [DOI: 10.1136/annrheumdis-2015-eular.6364] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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