Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2025 Jul 30.
Published in final edited form as: Circulation. 2024 Jul 29;150(5):414–417. doi: 10.1161/CIRCULATIONAHA.123.067981

General Capillary Endothelial Cells Undergo Reprogramming into Arterial Endothelial Cells in Pulmonary Hypertension through HIF-2α/Notch4 Pathway

Bin Liu 1,2,3, Dan Yi 1,2,3, Xiaomei Xia 1,2, Karina Ramirez 1,2, Hanqiu Zhao 1,2, Yanhong Cao 1,2, Ankit Tripathi 1,2, Ryan Dong 1,2, Anton Gao 1,2, Hongxu Ding 4, Shenfeng Qiu 5, Vladimir V Kalinichenko 6,7, You-Yang Zhao 8,9, Michael B Fallon 2, Zhiyu Dai 1,2,3,10,11
PMCID: PMC11296501  NIHMSID: NIHMS2003681  PMID: 39074180

Pulmonary arterial hypertension (PAH) is a devastating vascular disease with loss of distal capillaries and accumulation of PA endothelial cells (PAECs). There is a paradoxical observation that both loss of capillaries and accumulation of arterial ECs are evident in the lungs of PAH patients. Recent studies employing single-cell RNA sequencing (scRNA-seq) analysis demonstrated that lung ECs contain arterial, venous, general capillary (gCap) ECs (Gpihbp1, Plvap), aerocytes or aCap (Car4, Ednrb)1. gCap ECs function as stem/progenitor cells in capillary homeostasis and repair1. However, signaling pathways critical for PAEC specification during PH development remain elusive.

All animal protocols were approved by the Institutional Animal Care and Use Committee of University of Arizona. We previously generated Egln1Tie2Cre mice (CKO), a novel pulmonary hypertension (PH) mouse model with progressive obliterative vascular remodeling and right heart failure2. Recently, we performed scRNA-seq analysis on lungs of Egln1f/f (WT) mice and CKO mice. Our scRNA-seq data showed a decrease in both gCap and aCap EC proportions, but an increase in arterial EC proportion in CKO mice, suggesting an enrichment of arterial ECs in PH (Fig. A, B). The arterial ECs enriched in CKO mice express high levels of Cxcl12, Sparcl1, Hspg2 (Fig. C). To determine the localization of the EC subpopulation alteration, we performed spatial transcriptomics using the Visium Spatial Gene Expression platform. We then integrated the scRNA-seq and Visium datasets using Seurat and found that in the WT lung, arterial ECs are primarily found in proximal regions and gCap ECs are detected in distal microvascular regions. In contrast, CKO lungs showed an increase in arterial ECs in the distal microvascular bed and a decrease in gCap EC and aCap EC signatures (Fig. D). We then observed that CKO mice exhibited increased numbers of Cxcl12+/CD31+ in the distal microvasculature compared to the WT using immunostaining and RNASCOPE analysis (Fig. E). Via leveraging the publicly available scRNA-seq dataset3, we found that idiopathic PAH (IPAH) patients ECs also exhibited ~3 fold higher of arterial ECs (40.3%) compared to donor lungs (10.7%) (Fig. F and G). Further comparison of human and mouse arterial EC markers showed that there were 61 common genes, including CXCL12, SOX17, DEPP1, EDN1, HEY1 etc.

Figure. General Capillary Endothelial Cells Undergo Reprogramming into Arterial Endothelial Cells in Pulmonary Hypertension.

Figure.

A and B, A representative UMAP plot showing the abnormal EC subpopulations change with accumulation of arterial ECs (green) in both male and female CKO mice at the age of 3 months. C, A representative heatmap showing the top markers selectively enriched for each EC cluster, the data was generated by integrated data from WT and CKO. D, Integration of scRNA-seq and Visium data reveals increased arterial ECs and decreased gCap ECs in the distal capillary bed of CKO mice. The visualization shows the predicted spatial distribution of arterial ECs and gCap ECs within the lungs. E, Increase of arterial ECs in distal vascular bed in PH mice. RNASCOPE analysis showing increase of Cxcl12+/CD31+ ECs in the distal capillary region of CKO mice. n=5 per group. F and G, A representative UMAP plot showing the lung EC subpopulations change with accumulation of arterial ECs in IPAH patients. H, Egln1Cdh5-CreERT2 (iCKO) mice develops spontaneous PH with increase of RVSP and RV hypertrophy. n=3 (WT) or 8 (iCKO). I, Cxcl12-DsRed reporter studies showed that Cxcl12 co-localizes with gCap ECs but not aCap ECs in PH mice. More than 3 mice were examined. J, Pseudotime trajectory analysis suggested that arterial ECs might be derived from gCap ECs analyzed by Monocle3. K, Plvap-DreERT2 lineage-tracing study demonstrated that gCap ECs give rise to Cxcl12+ arterial ECs in the distal microvascular bed under PH condition. gCapR mice were treated with tamoxifen to label gCap ECs with Tdtomato, followed by SuHx treatment to induce PH development. Cxcl12 was labeled by RNASCOPE. Arrows point to the Cxcl12+/Tdtomato+ cells, indicative of ArtECs. L, Quantification of arterial ECs and gCap derived arterial ECs in PH. n=4 per group. M, Transcription factors prediction of lung endothelial subpopulation via SCENIC. SOX17 is one of the top candidates governing arterial EC gene signature. N, Pseudotime trajectory showing SOX17 expression across EC subpopulations. Lighter color indicates higher gene expression. O and P, Sox17 and arterial reprogramming is depended on HIF-2α. A representative UMAP demonstrating HIF-2α deletion (EH2) blocks arterial reprogramming related genes in CKO mice by scRNA-seq analysis. Q. Western blotting confirmed that Sox17 and Nicd4 expression was downregulated by HIF-2α deletion in CKO mice. R, Notch4 neutralized antibodies inhibited RVSP in iCKO mice. n=12 (Anti-IgG) or 13 (Anti-Notch4, 10mg/kg, intraperitoneal injection twice weekly for 2 weeks). S, Notch4 neutralized antibodies inhibited RV hypertrophy in iCKO mice. T, Notch4 neutralized antibodies reduced arterial gene expression. U, A diagram showing the hypothesis of this study. Student t analysis. **p<0.01. ***p<0.001, ****p<0.0001. Scale bar: 50μm.

Cxcl12 is absent in distal capillary ECs in the lung4. Our data demonstrated that Cxcl12 is one of the top arterial EC markers in PH. Thus, we hypothesize that Cxcl12 could be a novel marker for arterial ECs in the microvasculature during PH development. We then bred Cxcl12DsRed reporter mice into Egln1Cdh5CreERT2 mice (iCKO) to generate iCKO;Cxcl12DsRed/+ (iCKOR) mice. iCKOR mice developed spontaneously PH after tamoxifen treatment (Fig. H). There is minimal DsRed+ cells in the capillary regions of WTR lungs. DsRed+ cells were dramatically increased in the iCKOR lungs and colocalized with gCap ECs marker Gpihbp1 but not aCap marker Ednrb (Fig. I). Leveraging the scRNA-seq dataset, our data showed that arterial ECs are likely derived from gCap ECs supported by pseudotime analysis of the lung ECs using Monocle3 (Fig. J). The gold-standard strategy to study cell lineage conversion in vivo uses genetic lineage tracing. Previous and our scRNA-seq analysis showed that Plvap is a selective marker for gCap ECs5. We then generated Plvap-DreERT2;CAG-RSR-Tdtomato (gCapR) mice and challenged with Sugen5416 (20mg/kg, weekly) and 10% O2 hypoxia treatment for 3 weeks (SuHx) to induce PH development. After tamoxifen treatment, Plvap+ ECs were successfully labeled with Tdtomato. SuHx challenged gCapR mice showed an increase in arterial ECs (Cxcl12+) and gCap-derived arterial ECs (Cxcl12+/Tdtomato+) cells in the microvasculature (Fig. K and L), suggesting gCap ECs give rise to arterial ECs during PH development.

Multiple molecules such as Sox17 and Notch are involved in activation of arterial specification. SCENIC analysis predicted that Sox17 is one of the top candidates governing arterial EC identity in PH (Fig. M). Pseudotime trajectory analysis also show that Sox17 is highly expressed in arterial ECs (Fig. N). Through analyzing scRNA-seq data from WT, CKO mice, and Egln1Tie2Cre/Hif2aTie2Cre (EH2) double knockout mice, we demonstrated that arterial and capillary EC alterations were normalized (Fig. O and P) and Sox17 expression was reduced in EH2 lungs (Fig. Q). SOX17 acts as the upstream regulator of Notch signaling, and is required for acquisition and maintenance of arterial identity. Based on our scRNA-seq data, Notch4 activation (Nicd4 expression) is increased in CKO mice (Fig. Q). Genetic deletion of HIF-2α normalized Nicd4 expression, suggesting that Notch4 is the HIF-2α/Sox17 downstream target involved in the arterial reprogramming. We then found that neutralized Notch4 signaling inhibited PH development by reducing RVSP and RV hypertrophy, arterial gene expression in iCKO mice compared to IgG control (Fig. R-T).

Overall, we demonstrated an increase in arterial ECs in the distal PH lungs. Our results uncovered a novel role of gCap to arterial ECs transition during the pathogenesis of PH development via HIF-2α/Notch4 signaling. Inhibition of Notch4 signaling is a promising avenue to inhibit aberrant accumulation of arterial ECs and prevent pathological gCap-to-arterial reprogramming in PH (Fig. U).

The data, analytical methods, and materials that support the findings of this study will be available to other researchers from the corresponding authors on reasonable request.

Supplementary Material

Supplemental Publication Material

Acknowledgments

The authors thank the Pulmonary Hypertension Breakthrough Initiative (PHBI) for providing the lung tissues. Funding for the PHBI is provided under an NHLBI R24 grant (R24HL123767).

Source of Funding

This work was supported in part by NIH grant R00HL138278, R01HL158596, R01HL62794, R01HL169509, R01HL170096, AHA Career Development Award 20CDA35310084, The Cardiovascular Research and Education Foundation, Arizona Biomedical Research Centre funding (RFGA2022-01-06), and University of Arizona institution funding to Z.D.

Non-standard Abbreviations and Acronyms

PAH

pulmonary arterial hypertension

ECs

endothelial cells

scRNA-seq

single-cell RNA sequencing

gCap

general capillary

aCap

aerocytes

CKO

Egln1Tie2Cre mice

PH

pulmonary hypertension

WT

Egln1f/f

IPAH

idiopathic PAH

iCKO

Egln1Cdh5CreERT2 mice

iCKOR

iCKO;Cxcl12DsRed/+ mice

gCapR

Plvap-DreERT2;CAG-RSR-Tdtomato mice

SuHx

Sugen5416 (20mg/kg, weekly) and 10% O2 hypoxia treatment for 3 weeks

PHBI

Pulmonary Hypertension Breakthrough Initiative

Footnotes

Disclosures

None.

Reference

  • 1.Gillich A, Zhang F, Farmer CG, Travaglini KJ, Tan SY, Gu M, Zhou B, Feinstein JA, Krasnow MA, Metzger RJ. Capillary cell-type specialization in the alveolus. Nature. 2020;586:785–789. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Dai Z, Li M, Wharton J, Zhu MM, Zhao YY. Prolyl-4 Hydroxylase 2 (PHD2) deficiency in endothelial cells and hematopoietic cells induces obliterative vascular remodeling and severe pulmonary arterial hypertension in mice and humans through hypoxia-inducible factor-2α. Circulation. 2016;133:2447–2458. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Saygin D, Tabib T, Bittar HT, Valenzi E, Sembrat J, Chan SY, Rojas M, Lafyatis R. Transcriptional profiling of lung cell populations in idiopathic pulmonary arterial hypertension. Pulmonary Circulation. 2020;204589402090878. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Chandrasekaran P, Negretti NM, Sivakumar A, Liberti DC, Wen H, Peers de Nieuwburgh M, Wang JY, Michki NS, Chaudhry FN, Kaur S, et al. CXCL12 defines lung endothelial heterogeneity and promotes distal vascular growth. Development. 2022;149:dev200909. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Zhang Z, Zhou B. Generation of Plvap-CreER and Car4-CreER for genetic targeting of distinct lung capillary populations. Journal of Genetics and Genomics. 2022;49:1093–1100. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplemental Publication Material

RESOURCES