Synovial fibroblast gene expression is associated with sensory nerve growth and pain in rheumatoid arthritis
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Published:2024-04-10
Issue:742
Volume:16
Page:
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ISSN:1946-6234
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Container-title:Science Translational Medicine
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language:en
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Short-container-title:Sci. Transl. Med.
Author:
Bai Zilong1ORCID, Bartelo Nicholas1, Aslam Maryam2, Murphy Elisabeth A.2, Hale Caryn R.23ORCID, Blachere Nathalie E.24ORCID, Parveen Salina2ORCID, Spolaore Edoardo5ORCID, DiCarlo Edward5ORCID, Gravallese Ellen M.6ORCID, Smith Melanie H.5ORCID, , Frank Mayu O.2ORCID, Jiang Caroline S.2ORCID, Zhang Haotan1ORCID, Pyrgaki Christina2ORCID, Lewis Myles J.7ORCID, Sikandar Shafaq7ORCID, Pitzalis Costantino78ORCID, Lesnak Joseph B.9ORCID, Mazhar Khadijah9ORCID, Price Theodore J.9ORCID, Malfait Anne-Marie10ORCID, Miller Rachel E.10ORCID, Zhang Fan11ORCID, Goodman Susan5ORCID, Darnell Robert B.24ORCID, Wang Fei1ORCID, Orange Dana E.25ORCID, Albrecht Jennifer, Anolik Jennifer H., Apruzzese William, Boyce Brendan F., Boyle David L., Brenner Michael B., Bridges S. Louis, Buckley Christopher D., Buckner Jane H., Bykerk Vivian P., Dolan James, Donlin Laura T., Filer Andrew, Firestein Gary S., Fonseka Chamith Y., Gregersen Peter K., Guthridge Joel M., Gutierrez-Arcelus Maria, Holers V. Michael, Hughes Laura B., Ivashkiv Lionel B., James Eddie A., James Judith A., Jonsson A. Helena, Kelly Stephen, Lederer James A., Lee Yvonne C., Mandelin Arthur M., McGeachy Mandy J., Mears Joseph R., Meednu Nida, Moreland Larry, Perlman Harris, Rangel-Moreno Javier, Rao Deepak A., Raychaudhuri Soumya, Ritchlin Christopher, Robinson William H., Rohani-Pichavant Mina, Seifert Jennifer, Slowikowski Kamil, Tabechian Darren, Utz Paul J., Watts Gerald F. M., Wei Kevin
Affiliation:
1. Weill Cornell Medicine, New York, NY 10065, USA. 2. Rockefeller University, New York, NY 10065, USA. 3. Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA. 4. Howard Hughes Medical Institute, Rockefeller University, New York, NY 10065, USA. 5. Hospital for Special Surgery, New York, NY 10021, USA. 6. Brigham and Women’s Hospital, Boston, MA 02115, USA. 7. Queen Mary University of London & NIHR BRC Barts Health NHS Trust, London E1 4NS, UK. 8. Department of Biomedical Sciences, Humanitas University & IRCC Humanitas Research Hospital, Milan 20072, Italy. 9. University of Texas at Dallas, Richardson, TX 75080, USA. 10. Rush University Medical Center, Chicago, IL 60612, USA. 11. University of Colorado School of Medicine, Aurora, CO 80045, USA.
Abstract
It has been presumed that rheumatoid arthritis (RA) joint pain is related to inflammation in the synovium; however, recent studies reveal that pain scores in patients do not correlate with synovial inflammation. We developed a machine-learning approach (graph-based gene expression module identification or GbGMI) to identify an 815-gene expression module associated with pain in synovial biopsy samples from patients with established RA who had limited synovial inflammation at arthroplasty. We then validated this finding in an independent cohort of synovial biopsy samples from patients who had early untreated RA with little inflammation. Single-cell RNA sequencing analyses indicated that most of these 815 genes were most robustly expressed by lining layer synovial fibroblasts. Receptor-ligand interaction analysis predicted cross-talk between human lining layer fibroblasts and human dorsal root ganglion neurons expressing calcitonin gene–related peptide (CGRP
+
). Both RA synovial fibroblast culture supernatant and netrin-4, which is abundantly expressed by lining fibroblasts and was within the GbGMI-identified pain-associated gene module, increased the branching of pain-sensitive murine CGRP
+
dorsal root ganglion neurons in vitro. Imaging of solvent-cleared synovial tissue with little inflammation from humans with RA revealed CGRP
+
pain-sensing neurons encasing blood vessels growing into synovial hypertrophic papilla. Together, these findings support a model whereby synovial lining fibroblasts express genes associated with pain that enhance the growth of pain-sensing neurons into regions of synovial hypertrophy in RA.
Publisher
American Association for the Advancement of Science (AAAS)
Cited by
3 articles.
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