Evidence map›Paper›PMID 35255954›Full record

ArticleArthritis research & therapy2022

Single-cell transcriptomics of popliteal lymphatic vessels and peripheral veins reveals altered lymphatic muscle and immune cell populations in the TNF-Tg arthritis model.

H Mark Kenney, Chia-Lung Wu, Alayna E Loiselle, Lianping Xing, Christopher T Ritchlin, Edward M Schwarz

Open access · goldAbstract read
In one paragraph

Article in Arthritis research & therapy, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
2.9field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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3 · Its place in the literature

Who cites it

19 citing papers in PubMed, 30 citations in OpenAlex.

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  2. The Function ofbioRxiv : the preprint server for biology · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 1 institution in 1 country.

H Mark KenneyCenter for Musculoskeletal Research, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642, USA.
Chia-Lung WuCenter for Musculoskeletal Research, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642, USA.
Alayna E LoiselleCenter for Musculoskeletal Research, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642, USA.
Lianping XingCenter for Musculoskeletal Research, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642, USA.
Christopher T RitchlinCenter for Musculoskeletal Research, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642, USA.
Edward M SchwarzCenter for Musculoskeletal Research, University of Rochester Medical Center, 601 Elmwood Ave, Box 665, Rochester, NY, 14642, USA. Edward_Schwarz@URMC.Rochester.edu.ORCID 0000-0002-4854-9698
University of Rochester Medical Center · US

Funding

University of Rochester Mentoring Environment: Nurturing Training Opportunities in Research (UR-MENTOR)T32GM007356 · NIGMS · UNIVERSITY OF ROCHESTER · PI O'BANION, M. KERRY · 1985 to 2023
$15.1M
Rochester Resource-Based Center for Bone, Muscle and Orthopaedic Research (ROCSTARR) (Overall Application)P30AR069655 · NIAMS · UNIVERSITY OF ROCHESTER · PI Edward M. Schwarz · 2016 to 2026
$7.8M
Elucidating the Mechanisms of Arthritic Flare and Developing TreatmentsR01AR056702 · NIAMS · UNIVERSITY OF ROCHESTER · PI SCHWARZ, EDWARD M. · 2009 to 2025
$4.9M
Synovial lymphatics and osteoarthritis in agingR01AG059775 · NIA · UNIVERSITY OF ROCHESTER · PI XING, LIANPING · 2020 to 2024
$1.9M
DC-STAMP: Regulator of Osteoclastogenesis and Response Marker in PsAR01AR069000 · NIAMS · UNIVERSITY OF ROCHESTER · PI RITCHLIN, CHRISTOPHER TREVOR · 2016 to 2020
$1.7M
s100a4 Signaling in Fibrotic Diabetic Tendon HealingR01AR073169 · NIAMS · UNIVERSITY OF ROCHESTER · PI LOISELLE, ALAYNA · 2018 to 2022
$1.7M
Training in Musculoskeletal Science: Comprehensive Training in Pain StudiesT32AR076950 · NIAMS · UNIVERSITY OF ROCHESTER · PI Hani A Awad, Laura M Calvi · 2020 to 2026
$1.7M
Study of osteoblast regulation in TNF-mediated bone lossR01AR063650 · NIAMS · UNIVERSITY OF ROCHESTER · PI XING, LIANPING · 2013 to 2016
$1.4M
Epigenetic Regulation of Chondrogenesis and Cartilage DevelopmentR00AR075899 · NIAMS · UNIVERSITY OF ROCHESTER · PI WU, CHIA-LUNG · 2021 to 2023
$1.1M
NIAMS NIH HHS P30 AR069655NIAMS NIH HHS P30AR069655NIAMS NIH HHS R00 AR075899NIAMS NIH HHS R00AR075899NIAMS NIH HHS R01 AR056702NIAMS NIH HHS R01AR056702NIAMS NIH HHS R01 AR063650NIAMS NIH HHS R01AR063650NIAMS NIH HHS R01 AR069000NIAMS NIH HHS R01AR069000NIAMS NIH HHS R01 AR073169NIAMS NIH HHS R01AR073169NIAMS NIH HHS T32 AR076950NIAMS NIH HHS T32AR076950NIA NIH HHS R01 AG059775NIA NIH HHS R01AG059775NIGMS NIH HHS T32 GM007356NIGMS NIH HHS T32GM007356
6 · The paper itself

Abstract

backgroundLymphatic dysfunction exists in tumor necrosis factor transgenic (TNF-Tg) mice and rheumatoid arthritis (RA) patients. While joint-draining TNF-Tg popliteal lymphatic vessels (PLVs) have deficits in contractility during end-stage arthritis, the nature of lymphatic muscle cells (LMCs) and their TNF-altered transcriptome remain unknown. Thus, we performed single-cell RNA-sequencing (scRNAseq) on TNF-Tg LMCs in PLVs efferent to inflamed joints versus wild-type (WT) controls.

methodsSingle-cell suspensions of PLVs were sorted for smooth muscle cells (SMCs), which was validated by Cspg4-Cre;tdTomato reporter gene expression. Single-cell RNA-seq was performed on a 10x Genomics platform and analyzed using the Seurat R package. Uniform Manifold Approximation and Projections (UMAPs) and Ingenuity Pathway Analysis software were used to assess cell clusters and functional genomics in WT vs. TNF-Tg populations.

resultsFluorescent imaging of Cspg4-Cre;tdTomato vessels demonstrated dim PLVs and strong reporter gene expression in the adjacent superficial saphenous vein, which was corroborated by flow cytometry of LMCs and vascular smooth muscle cells (VSMCs) from these vessels. Due to their unique morphology, these populations could also be readily detected by scatter analysis of cells from non-fluorescent mice. Bioinformatics analysis of flow sorted WT and TNF-Tg cells identified 20 unique cell clusters that together were 22.4% LMCs, 15.0% VSMCs, and 62.6% non-muscle cells of 8879 total cells. LMCs and M2-macrophages were decreased, while inflammatory monocytes were increased in TNF-Tg lower limb vasculature. SMC populations were defined by Cald1, Tpm1, and Pdgfrb expression and were enriched in myofibroblast-like gene expression. TNF-Tg LMCs exhibited enhanced functional genomics associated with cell death, phagocyte recruitment, and joint inflammation. Among the most prominent TNF-induced genes in SMCs were Mmp3, Cxcl12, and Ccl19, and the most downregulated genes were Zbtb16, Galnt15, and Apod.

conclusionsSingle-cell RNA-seq can be used to investigate functional genomics of lower limb vasculature in mice. Our findings confirm the inflammatory transcriptome of TNF-Tg vessels and altered gene expression in SMC populations. This study further supports a potential role of mesenchymal stromal cells in inflammatory-erosive arthritis pathogenesis, and warrants future studies to define the effects of this TNF-altered transcriptome on PLV function and joint homeostasis.

Indexed as

Arthritis, RheumatoidLymphatic VesselsAnimalsHumansLower ExtremityMiceMice, TransgenicMusclesTranscriptomeArthritisFibroblastsInflammationLymphaticsMacrophagesMonocytesSingle-cell RNA-sequencingSmooth Muscle CellsTranscriptomicsVasculature

Identifiers

PMID35255954
PMCPMC8900348
OpenAlexW4220655401

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.