A Single-Cell Survey of Cellular Heterogeneity in Human Great Saphenous Veins
Background: The great saphenous vein (GSV) is the most commonly used conduit for coronary arterial bypass graft. However, the status of the GSV, including metabolic dysfunction such as diabetes mellitus (DM) complication, is strongly associated with vein graft failure (VGF). To date, the molecular m...
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-08-01
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| Online Access: | https://www.mdpi.com/2073-4409/11/17/2711 |
| _version_ | 1850336466001985536 |
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| author | Yiping Sun Xueqing Hu Kui Zhang Man Rao Pengbin Yin Ran Dong |
| author_facet | Yiping Sun Xueqing Hu Kui Zhang Man Rao Pengbin Yin Ran Dong |
| author_sort | Yiping Sun |
| collection | DOAJ |
| container_title | Cells |
| description | Background: The great saphenous vein (GSV) is the most commonly used conduit for coronary arterial bypass graft. However, the status of the GSV, including metabolic dysfunction such as diabetes mellitus (DM) complication, is strongly associated with vein graft failure (VGF). To date, the molecular mechanism underlying VGF remains elusive. Detailed characterization of the cellular components and corresponding expression regulation in GSVs would be of great importance for clinical decision making to reduce VGF. Methods: To this end, we performed single-cell RNA sequencing to delineate cellular heterogeneity in three human GSV samples. Results: Scrutinization of cellular composition and expression revealed cell diversity in human GSVs, particularly endothelial cells (ECs). Our results unraveled that functional adaptation drove great expression differences between venous ECs and valvular ECs. For instance, cell surface receptor <i>ACKR1</i> demarcated venous Ecs, whereas <i>ACRK3/ACKR4</i> were exclusively expressed by valvular ECs. Differential gene expression analysis suggested that genes highly expressed in venous ECs were mainly involved in vasculature development and regulation of leukocyte adhesion, whereas valvular ECs have more pronounced expression of genes participating in extracellular matrix organization, ossification and platelet degranulation. Of note, pseudo-time trajectory analysis provided in silico evidence indicating that venous ECs, valvular ECs and lymphatic vessels were developmentally connected. Further, valvular ECs might be an importance source for lymphatic vessel differentiation in adults. Additionally, we found a venous EC subset highly expressing <i>IL6</i>, which might be associated with undesirable prognosis. Meanwhile, we identified a population of <i>ANGPTL7<sup>+</sup></i> fibroblasts (FBs), which may be profibrotic and involved in insulin resistance in human GSVs. Additionally, our data suggest that immune cells only accounted for a small fraction, most of which were macrophages. By assessing the intertwined remodeling in metabolic dysfunction that potentially increases the gene expression regulatory network in mural cells and leukocytes, we found that transcription factor <i>KLF9</i> likely operated a proinflammatory program, inducing the transcription of metallothionein proteins in two mural cell subsets and proinflammatory immune cells. Lastly, cellular communication analysis revealed that proinflammatory signaling, including TRAIL, PVR, CSF and GDF, were uniquely activated in patients with metabolic dysfunction. Conclusions: Our results identified critical cell-specific responses and cellular interactions in GSVs. Beyond serving as a repertoire, this work illustrates multifactorial likelihood of VGF. |
| format | Article |
| id | doaj-art-11a149712cfa41b08685ab1bade05dfd |
| institution | Directory of Open Access Journals |
| issn | 2073-4409 |
| language | English |
| publishDate | 2022-08-01 |
| publisher | MDPI AG |
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| spelling | doaj-art-11a149712cfa41b08685ab1bade05dfd2025-08-19T23:15:59ZengMDPI AGCells2073-44092022-08-011117271110.3390/cells11172711A Single-Cell Survey of Cellular Heterogeneity in Human Great Saphenous VeinsYiping Sun0Xueqing Hu1Kui Zhang2Man Rao3Pengbin Yin4Ran Dong5Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, ChinaBeijing Institute of Chinese Medicine, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing 100010, ChinaDepartment of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, ChinaNational Clinical Research Center for Orthopedics Sports Medicine and Rehabilitation, General Hospital of Chinese PLA, Beijing 100039, ChinaNational Clinical Research Center for Orthopedics Sports Medicine and Rehabilitation, General Hospital of Chinese PLA, Beijing 100039, ChinaDepartment of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, ChinaBackground: The great saphenous vein (GSV) is the most commonly used conduit for coronary arterial bypass graft. However, the status of the GSV, including metabolic dysfunction such as diabetes mellitus (DM) complication, is strongly associated with vein graft failure (VGF). To date, the molecular mechanism underlying VGF remains elusive. Detailed characterization of the cellular components and corresponding expression regulation in GSVs would be of great importance for clinical decision making to reduce VGF. Methods: To this end, we performed single-cell RNA sequencing to delineate cellular heterogeneity in three human GSV samples. Results: Scrutinization of cellular composition and expression revealed cell diversity in human GSVs, particularly endothelial cells (ECs). Our results unraveled that functional adaptation drove great expression differences between venous ECs and valvular ECs. For instance, cell surface receptor <i>ACKR1</i> demarcated venous Ecs, whereas <i>ACRK3/ACKR4</i> were exclusively expressed by valvular ECs. Differential gene expression analysis suggested that genes highly expressed in venous ECs were mainly involved in vasculature development and regulation of leukocyte adhesion, whereas valvular ECs have more pronounced expression of genes participating in extracellular matrix organization, ossification and platelet degranulation. Of note, pseudo-time trajectory analysis provided in silico evidence indicating that venous ECs, valvular ECs and lymphatic vessels were developmentally connected. Further, valvular ECs might be an importance source for lymphatic vessel differentiation in adults. Additionally, we found a venous EC subset highly expressing <i>IL6</i>, which might be associated with undesirable prognosis. Meanwhile, we identified a population of <i>ANGPTL7<sup>+</sup></i> fibroblasts (FBs), which may be profibrotic and involved in insulin resistance in human GSVs. Additionally, our data suggest that immune cells only accounted for a small fraction, most of which were macrophages. By assessing the intertwined remodeling in metabolic dysfunction that potentially increases the gene expression regulatory network in mural cells and leukocytes, we found that transcription factor <i>KLF9</i> likely operated a proinflammatory program, inducing the transcription of metallothionein proteins in two mural cell subsets and proinflammatory immune cells. Lastly, cellular communication analysis revealed that proinflammatory signaling, including TRAIL, PVR, CSF and GDF, were uniquely activated in patients with metabolic dysfunction. Conclusions: Our results identified critical cell-specific responses and cellular interactions in GSVs. Beyond serving as a repertoire, this work illustrates multifactorial likelihood of VGF.https://www.mdpi.com/2073-4409/11/17/2711great saphenous veinsingle-cell RNA sequencingvesselcell–cell interactionvein graft failure |
| spellingShingle | Yiping Sun Xueqing Hu Kui Zhang Man Rao Pengbin Yin Ran Dong A Single-Cell Survey of Cellular Heterogeneity in Human Great Saphenous Veins great saphenous vein single-cell RNA sequencing vessel cell–cell interaction vein graft failure |
| title | A Single-Cell Survey of Cellular Heterogeneity in Human Great Saphenous Veins |
| title_full | A Single-Cell Survey of Cellular Heterogeneity in Human Great Saphenous Veins |
| title_fullStr | A Single-Cell Survey of Cellular Heterogeneity in Human Great Saphenous Veins |
| title_full_unstemmed | A Single-Cell Survey of Cellular Heterogeneity in Human Great Saphenous Veins |
| title_short | A Single-Cell Survey of Cellular Heterogeneity in Human Great Saphenous Veins |
| title_sort | single cell survey of cellular heterogeneity in human great saphenous veins |
| topic | great saphenous vein single-cell RNA sequencing vessel cell–cell interaction vein graft failure |
| url | https://www.mdpi.com/2073-4409/11/17/2711 |
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