Spatial Transcriptomics Reveals Region-Specific Remodeling in Vein Grafts After Peripheral Arterial Bypass
Keisuke KamadaiD, Hong Niu, Shinsuke KikuchiiD, Nobuyoshi Azuma, Gale L. TangiD
Abstract
BackgroundVein graft failure due to intimal hyperplasia and maladaptive remodeling remains a major limitation of peripheral bypass surgery. Although vascular remodeling is recognized as a multilayered process, layer-specific molecular mechanisms that distinguish adaptive from negative remodeling remain incompletely understood. We aimed to investigate the vascular microenvironment of patent and stenotic grafts using spatial transcriptomics. MethodsVein specimens were obtained from three patients undergoing revision surgery. For each patient, a matched set of three samples was collected: unused saphenous vein (Denovo), normally healed vein graft (Non-stenosed), and stenosed vein graft (Stenosed) (n = 3 patients). GeoMx Digital Spatial Profiling with the Human Whole Transcriptome Atlas was used to map gene expression across intima, medial, and adventitial layers. Differential expression, gene ontology, spatial deconvolution, and immunohistochemistry were integrated for analysis. ResultsNon-stenosed and Stenosed grafts shared transcriptional features distinct from Denovo veins, particularly in pathways related to cell proliferation. Non-stenosed grafts showed increased expression of CDKN1A across all vascular layers, whereas Stenosed grafts exhibited enhanced mitogen-activated protein kinase (MAPK) pathway activity, reduced DUSP1-mediated regulation, and increased macrophage accumulation. ECM remodeling showed layer-specific organization, with VCAN and ACAN enriched in the intima and DCN in the adventitia, while Stenosed grafts demonstrated a trend toward collagen-dominant remodeling. Cell deconvolution suggested a shift toward vascular smooth muscle cell (VSMC)-dominant architecture after arterialization, with modest enrichment of synthetic VSMC signatures in stenotic regions. ConclusionsVein graft stenosis appears to be associated with layer-specific alterations in cell cycle regulation, inflammatory signaling, extracellular matrix remodeling, and VSMC phenotype. Spatial transcriptomic analysis reveals molecular heterogeneity not captured by bulk approaches and provides preliminary insight into graft remodeling. These findings may inform future studies to improve long-term graft patency.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- FWCI
- 0.00
- Field percentile
- top 16%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Integrated single-nuclei and spatial transcriptomic analysis reveals propagation of early acute vein harvest and distension injury signaling pathways following arterial implantation
Marina E. Michaud, Lucas Mota, … Manoj Bhasin·bioRxiv·Oct 31, 2023
- Graft-Induced Reprogramming Under Arterial Hemodynamic Stress is Associated with a Shared Proteomic Phenotype in Arterial and Venous Conduits Following Coronary Artery Bypass Grafting
Eun Na Kim, Suk Ho Sohn, … JM Oh·bioRxiv·Jan 7, 2026
- Human Saphenous Vein Ex Vivo Culture as a Translational Model of Intimal Hyperplasia
Shuang Zhao, Céline Deslarzes-Dubuis, … Sébastien Déglise·bioRxiv·Jun 17, 2025
- Integrative multiomics analysis of neointima proliferation in human saphenous vein: implications for bypass graft disease
David S. Kim, Brandee M. S. S. Goo, … Neal L Weintraub·bioRxiv·Nov 14, 2023
- Inactivation of Vascular Stem Cells Suppresses Intimal Hyperplasia in Vein Grafts
T. Cui, W. Wu, … M. C. M. W. Evans·bioRxiv·May 17, 2022
- The Single Cell Landscape of the Human Vein After Arteriovenous Fistula Creation and Implications for Maturation Failure
Laisel Martinez, Filipe Fernandes Stoyell‐Conti, … Roberto I. Vázquez-Padrón·Kidney InternationalPeer-reviewed·Sep 22, 2025