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. 2022 Oct 7;131(10):792–806. doi: 10.1161/CIRCRESAHA.122.320845

Sox17 Deficiency Promotes Pulmonary Arterial Hypertension via HGF/c-Met Signaling

Chan Soon Park 1,4, Soo Hyun Kim 1, Hae Young Yang 1, Ju-Hee Kim 1, Ralph Theo Schermuly 6, Ye Seul Cho 4, Hyejeong Kang 4,5, Jae-Hyeong Park 7, Eunhyeong Lee 1, HyeonJin Park 1, Jee Myung Yang 1,2, Tae Wook Noh 1, Seung-Pyo Lee 4,5,8, Sun Sik Bae 9, Jinju Han 1,3, Young Seok Ju 1,3, Jun-Bean Park 4,, Injune Kim 1,3,
PMCID: PMC9612711  PMID: 36205124

Background:

In large-scale genomic studies, Sox17, an endothelial-specific transcription factor, has been suggested as a putative causal gene of pulmonary arterial hypertension (PAH); however, its role and molecular mechanisms remain to be elucidated. We investigated the functional impacts and acting mechanisms of impaired Sox17 (SRY-related HMG-box17) pathway in PAH and explored its potential as a therapeutic target.

Methods:

In adult mice, Sox17 deletion in pulmonary endothelial cells (ECs) induced PAH under hypoxia with high penetrance and severity, but not under normoxia.

Results:

Key features of PAH, such as hypermuscularization, EC hyperplasia, and inflammation in lung arterioles, right ventricular hypertrophy, and elevated pulmonary arterial pressure, persisted even after long rest in normoxia. Mechanistically, transcriptomic profiling predicted that the combination of Sox17 deficiency and hypoxia activated c-Met signaling in lung ECs. HGF (hepatocyte grow factor), a ligand of c-Met, was upregulated in Sox17-deficient lung ECs. Pharmacologic inhibition of HGF/c-Met signaling attenuated and reversed the features of PAH in both preventive and therapeutic settings. Similar to findings in animal models, Sox17 levels in lung ECs were repressed in 26.7% of PAH patients (4 of 15), while those were robust in all 14 non-PAH controls. HGF levels in pulmonary arterioles were increased in 86.7% of patients with PAH (13 of 15), but none of the controls showed that pattern.

Conclusions:

The downregulation of Sox17 levels in pulmonary arterioles increases the susceptibility to PAH, particularly when exposed to hypoxia. Our findings suggest the reactive upregulation of HGF/c-Met signaling as a novel druggable target for PAH treatment.

Keywords: endothelial cells, hypoxia, pulmonary arterial hypertension, sequence analysis, RNA


Novelty and Significance.

What Is Known?

  • Pulmonary arterial hypertension (PAH) can be a fatal disease characterized by various pathological phenotypes such as obliterative remodeling and inflammation in the pulmonary vasculature and hypertrophy and dilatation of the right ventricle.

  • Sox17, an endothelial-specific transcription factor, was identified as a putative causal gene of pulmonary arterial hypertension.

  • Existing animal models mimicking PAH display substantial limitations which have hampered therapeutic advances.

What New Information Does This Article Contribute?

  • Sox17 deficiency and hypoxia jointly induce long-lasting PAH with high penetrance in mice. In addition, Sox17 levels in lung endothelial cells were repressed in patients with PAH.

  • Hypoxia may be a second hit that renders the susceptible individuals at further increased risk of PAH, suggesting that reducing exposure to hypoxic conditions, such as cigarette smoking, obstructive sleep apnea, or air pollution, can be implemented as preventive strategies to reduce the burden of PAH.

  • Inhibition of HGF (hepatocyte growth factor)/c-Met signaling successfully treated experimental PAH in both preventive and therapeutic settings, implying that this pathway may serve as a novel druggable target for PAH. Notably, most of patients with PAH showed upregulated HGF levels in pulmonary arterioles.

Although large-scale genomic studies suggest Sox17 as a potentially causal gene of PAH, it is unknown how impaired Sox17 pathway contributes to PAH. Sox17 deficiency coupled with hypoxia promoted long-lasting PAH, as featured by hypermuscularisation, EC hyperplasia, and inflammation in lung arterioles, right ventricular hypertrophy, and elevated pulmonary arterial pressure. Transcriptomic profiling predicted the combination of Sox17 deficiency and hypoxia activated c-Met signaling in lung ECs. In histologic analysis, HGF, a ligand of c-Met, was upregulated in Sox17-deficient lung ECs under hypoxia. Inhibition of HGF/c-Met signaling attenuated experimental PAH in both preventive and therapeutic settings. In line with these observations, we also found repressed Sox17 levels and increased HGF levels in lung ECs of patients with PAH compared with those of control subjects. Therefore, our study uncovers a previously uncharacterized role and the underlying mechanism of Sox17 in PAH. It also suggests that hypoxia might serve as a second hit in individuals susceptible for PAH and that the reactive upregulation of HGF/c-Met signaling could be a novel druggable target for the treatment of PAH.

In This Issue, see p 789

Meet the First Author, see p 790

Pulmonary arterial hypertension (PAH) is a progressive and fatal disease characterized by various pathological phenotypes such as obliterative remodeling and inflammation in the pulmonary vasculature and hypertrophy and dilatation of the right ventricle.1,2 These phenotypes of PAH are complicated, involving numerous molecular and physiological factors in diverse processes including signal transduction, metabolism, and epigenetics.1,35 Regarding etiology, idiopathic PAH accounts for nearly half of the PAH cases in various reports1 and ≈25% to 30% of this can be classified as heritable PAH, in which rare mutations have been identified in 17 genes to date.6,7 Hence, it has been speculated that molecular diversity such as multiple genetic variants may underlie heterogeneous pathologic features, unpredictable disease course, and different treatment responses in patients with PAH.

A recent genomic study based on a large cohort of patients with PAH identified a common risk variant in the Sox17 (SRY-related HMG-box17) locus in 59% of patients and 46% of non-PAH control subjects, raising the possibility of common pathogenic mechanisms shared by a large subset of patients with PAH.8 This finding suggests that a common risk variant in Sox17 most likely cooperates with additional hits, including environmental factors such as infections, drugs, and toxins, in the pathogenesis of PAH.7 Increasing diagnosis of PAH in elderly individuals also suggests a possible role of lifestyle factors in PAH development.9

Unlike rare coding variants in a number of genes, including Sox17 coding region, found in patients with PAH,1012 this PAH risk variant is a common non-coding variant in the Sox17 enhancer region, pointing to the impaired Sox17 (SRY-related HMG-box17) expression as a potential cause of PAH.8 Sox17 is an endothelial-specific transcription factor that regulates angiogenesis and arterial specification during vascular development.13,14 Sox17 is also expressed persistently throughout life in endothelial cells (ECs) and plays a crucial role in vascular health during adulthood. For example, Sox17 expression was reduced in intracranial aneurysms of adult patients undergoing microsurgical clipping, whereas it is robustly expressed in normal intracranial arteries from autopsied human subjects.15 A recent study also suggests that Sox17 is required for pulmonary endothelial regeneration following vascular injury.16 These findings suggest the possibility that Sox17 loss-of-function can induce vascular diseases such as PAH.

Existing models mimicking PAH display substantial limitations, which have hampered therapeutic advances.17 Specifically, monocrotaline-induced models do not reproduce some important aspects of human PAH, such as progressive vascular and cardiac remodeling, due to too rapid disease progression toward death. In the hypoxia-induced model, another very commonly used PAH model, pulmonary vascular remodeling is at least partly reversible after cessation of hypoxia, in contrast with the irreversible nature of PAH in human subjects. However, some rodent models such as Fisher 344 and genetically susceptible Sprague Dawley rats develop progressive and irreversible PAH phenotypes with high mortality.1820 Whereas genetically modified animal models may better recapitulate a subset of human PAH, particularly heritable PAH-associated genetic mutations, it is unclear whether they could represent general mechanisms that are applicable to the majority of PAH patients. Accordingly, developing relevant animal models should be a priority for the scientific community, in an attempt to test potential PAH therapeutics.

In this study, we investigated whether there is a direct involvement of Sox17, in combination with chronic vascular stress such as hypoxia, in the development of PAH. We examined pulmonary vascular and cardiac pathologies in mutant mice lacking endothelial Sox17 exposed to hypoxia. We also explored whether Sox17 deficiency in mice can lead to long-lasting PAH through common mechanisms, which would be useful for therapeutic development. We also examined the expression of Sox17 in pulmonary vasculature in PAH patients to obtain clinically translatable evidence showing the contribution of Sox17 to PAH pathogenesis.

Methods

Data Availability

Expanded methods are available in the Supplemental Material. Please see the Major Resources Table for details. Raw sequencing data and processed transcriptomic data are available at the NCBI GEO under the accession GSE210505.

For reasonable request, data are available through approval and oversight by Korea Advanced Institute of Science and Technology, Seoul National University Hospital, and University of Giessen and Marburg Lung Centre.

Ethics Statements

All animal experimental protocol was approved by the Institutional Animal Care and Use Committee (IACUC) of Korea Advanced Institute of Science and Technology (No. KA2019-5) and Seoul National University Hospital (No. 19-0245-S1A2). The experiments also comply with the Guide for the Care and Use of Laboratory Animals (National Research Council, revised in 2011). Human studies were conducted in accordance with the latest Declaration of Helsinki, and the study protocol was reviewed and approved by the Institutional Review Board of Seoul National University Hospital (IRB No. 2003-058-1108) and University of Giessen and Marburg Lung Centre. Written informed consent for proper and ethical use of human tissues was obtained from each individual patient or the patient’s next of kin before surgery. In addition, all individual data were stored anonymously.

Statistical Analyses

Continuous and categorical data are presented as mean±SD and numbers with percentage, respectively. We assessed data normality with Shapiro-Wilk test. Parametric analysis was performed for normally distributed data, while non-parametric analysis was used when data were not normally distributed or the sample size was small (n<6). Student t test or Mann-Whitney U test was used to compare continuous variables, and the χ2 test or Fisher exact test was used to compare categorical variables as appropriate. Multiple testing correction was performed in all cases and adjusted P values were presented. Comparison of continuous variables between multiple groups was performed with 1-way ANOVA followed by Scheffé post-hoc test or Kruskal-Wallis test followed by Dunn’s multiple comparison test as appropriate. For comparison of categorical variables between multiple groups, Bonferroni correction was performed. Generalized estimating equation models were adopted to analyze clustered data. Statistical analysis was performed with SPSS version 23.0 (SPSS, Inc) and R (v.3.6.3). A 2-sided P 0.05 was considered significant.

Results

Sox17 Deficiency and Hypoxia Jointly Induce Long-Lasting PAH With High Penetrance

Because Sox17 immunoreactivity was detected in lung arterial ECs of adult control mice, we generated conditional Sox17 knockout mice for its loss-of-function (Figure S1A). Mice with inducible Sox17 deletion in adult ECs (Sox17i∆EC) showed no pathologic features in lung arterioles, indicating that Sox17 deficiency is not sufficient to drive PAH development spontaneously. We then asked whether loss of Sox17 can cooperate with chronic hypoxia, which is used to trigger experimental PAH. Sox17 expression was maintained in lung arterial ECs under hypoxic conditions (10% oxygen; Figure S1B). We exposed Sox17i∆EC mice to hypoxia for 3 weeks and evaluated pathologic characteristics related to PAH such as pulmonary vascular remodeling and pulmonary inflammation (Figure 1A). Sox17i∆EC mice exposed to hypoxia (Sox17i∆EC/hypoxic mice) showed a prominent increase in wall thickness and the coverage of vascular smooth muscle cells (VSMCs) in lung arterioles (Figure 1B and 1C; Figure S1C), recapitulating the hypermuscularized vascular remodeling of PAH. Regarding pulmonary inflammation, the frequency of CD11b+ cells infiltrating the lung was greater in Sox17i∆EC/hypoxic mice than in all other groups (Figure 1D). Although not often, inflammatory lesions were found near pulmonary arterioles of Sox17i∆EC/hypoxic mice (Figure S1D). Beyond the lung, we also evaluated another important PAH characteristic, the right ventricular (RV) remodeling. Sox17 deficiency and hypoxia jointly resulted in RV hypertrophy when evaluated by Fulton index (Figure 1E). RV systolic pressure, one of the clinical variables for PAH diagnosis, was also remarkably elevated in Sox17i∆EC/hypoxic mice compared with those measured in control/normoxic, Sox17i∆EC/normoxic, and control/hypoxic mice (Figure 1F). Cardiac output was also lower in Sox17i∆EC/hypoxic mice (median 11.8 mL/min; interquartile range, 11.3–13.1 mL/min) than in control/normoxic mice (median 15.0 mL/min; interquartile range 13.4–16.2 mL/min), although the difference was not statistically significant (n = 4 in each group). Two of 6 Sox17i∆EC/hypoxic mice had a D-shaped left ventricle on echocardiographic examination as well, indicating severely increased pulmonary arterial pressure while others did not show RV dysfunction (Figure 1G). In contrast, no mice in the other groups (5 controls/normoxic mice, 5 Sox17i∆EC/normoxic mice, and 5 control/hypoxic mice) had this feature.

Figure 1.

Figure 1.

Endothelial Sox17 deficiency induces severe pulmonary arterial hypertension (PAH) with high penetrance in mice. A, Experimental schedule of Sox17 deficiency-induced PAH. Control and Sox17i∆EC mice were exposed to normoxia or hypoxia for 3 weeks. B–E, Sox17i∆EC mice exposed to hypoxia displayed typical pathologic features of PAH as shown by increased wall thickness (B) and hypermuscularization of distal pulmonary arterioles (n=50 per group, 5 arterioles in each mice; C), increased lung infiltration of CD11b+ cells (number per high power field of lung sections, n=7 for control/normoxic mice and n=8 for other groups; D), and RV hypertrophy measured by Fulton index (n=13 per group; E). F, Sox17i∆EC/hypoxic mice displayed hemodynamic evidence of PAH, including elevated RV systolic pressure, which was attenuated partially by overexpressing N1ICD in ECs (n=6 for control/normoxic and Sox17i∆EC/hypoxic mice, n = 5 for Sox17i∆EC/N1ICDiOE/hypoxic mice, and n=4 for other groups), and (G) D-shaped left ventricle (LV), which contrasted to normal shape of the LV in control mice. Asterisks and yellow lines indicate left ventricular cavity and endocardial border, respectively. Data are presented as mean±SD. Generalized estimating equation models (B and C), 1-way ANOVA with Scheffé post-test (D and E), and Kruskal-Wallis test with Dunn’s post-test (F) were performed. Multiple comparison was performed between Sox17i∆EC/hypoxic mice and each other group (F). Scale bar, 2 mm (G). Ctrl indicates control; HPF, high-power field; LV, left ventricle; and RVSP, RV systolic pressure.

Several experimental PAH models exhibit a mild and transient PAH phenotype.21,22 In contrast, Sox17i∆EC/hypoxic mice maintained increased pulmonary vascular remodeling, inflammation, RV mass, and RV systolic pressure persistently, even 3 weeks after returning to normoxia (Figure S2A through S2F). Altogether, these results indicate that Sox17 normally prevents stress-induced vascular disintegrity in the lung and that Sox17 deficiency predisposes mice to irreversible hypoxia-induced PAH with high penetrance, suggesting that this mouse model could recapitulate the irreversible disease course of human PAH.

Vasodilators show limited and heterogeneous therapeutic effects in PAH patients.1,23 We assessed therapeutic responses to 2 standard vasodilators, macitentan (a blocker of endothelin-1 receptor) and sildenafil (an inhibitor of phosphodiesterase type 5), in the hypoxia-induced PAH aggravated by Sox17 loss-of-function. Treatment with macitentan, but not sildenafil, partially decreased wall thickness and VSMC-coverage of pulmonary arteries, CD11b+ perivascular infiltration, and RV mass (Figure S3). Considering that only partial recovery was achieved by early treatment during hypoxia, it is unlikely that macitentan alone could be effective in subjects with established PAH.

Excessive Proliferation in ECs Underlie Hypoxia-Induced PAH Exacerbated by Sox17 Deficiency

To understand molecular changes underlying vascular pathology initiated by endothelial Sox17 deficiency, we performed endothelial-specific transcriptomic profiling using highly endothelial-enriched transcripts from the lung of control and Sox17i∆EC/hypoxic mice (Figure 2A through 2D). Principal component analysis and hierarchical clustering of RNA-sequencing results yielded a distinct separation of control from Sox17i∆EC/hypoxic groups, verifying the reliability of transcriptomic profiling (Figure 2E and 2F). Among 12 451 genes expressed in pulmonary ECs, 697 genes were differentially expressed > 2-folds (P<0.05). In lung ECs from Sox17i∆EC/hypoxic mice, 126 genes were upregulated, and 571 genes were downregulated.

Figure 2.

Figure 2.

Validation of transcriptomic profiling of pulmonary endothelial cells (ECs). A, Experimental strategy for isolating endothelial-enriched transcripts in the lung. Cdh5-CreERT2; RPL22tm1.1Psam mice were maintained under normoxia as control group and Cdh5-CreER T2; Sox17fl/fl RPL22tm1.1Psam mice were exposed to hypoxia as the Sox17 i∆EC/hypoxic group following tamoxifen administration, which allowed the synthesis of hemagglutinin (HA)-tagged ribosomes specifically in ECs. Lungs were then harvested. B, Volcano plot of differentially expressed genes in lung ECs of control and Sox17i∆EC/hypoxic mice. Sox17 highlighted in blue confirms its decreased level. C, Immunofluorescence image verifying EC-specific HA immunostaining in the lung. D, Fold changes in transcripts of marker genes for EC and other cell types induced by capturing HA-tagged ribosomes. Transcript levels in lung tissue samples for RNA sequencing are validated by quantitative PCR (n=3). Relative levels of transcripts are normalized to those of Gapdh. As controls, the averages of samples before the precipitation of HA-tagged ribosomes (left column of each pair) are arbitrarily set as 1. EC markers (Pecam1, Cdh5) are enriched, whereas markers of other cell types (Pdgfrb, pericytes; Acta2, VSMCs; Sftpc, pneumocytes) are excluded. Data are presented as mean±SD. E, Three-dimensional principal component (PC) analysis and (F) unsupervised clustering clearly separate RNA sequencing data from the control (n=4) and Sox17i∆EC/hypoxic groups (n=4). Scale bar, 10 μm (C).

Previous studies have suggested hyperproliferation and inflammatory activation as major PAH pathologic events occurring in ECs. In keeping with this, the analysis of differentially expressed genes predicted that the most enriched gene ontology terms were angiogenesis and immune cell infiltration (biological processes) and mitotic cell cycle (the reactome pathways) in the Sox17i∆EC/hypoxic group (Figure 3A). Gene set enrichment analysis (GSEA) also predicted significant enrichment of gene sets associated with increased proliferation and inflammation in the Sox17i∆EC/hypoxic group compared with the control/normoxic mice (Figure 3B). Inflammatory activation of ECs in Sox17i∆EC/hypoxic mice was verified by increased perivascular infiltration of immune cells as described earlier in this work (Figure 1D; Figure S1D). While modest endothelial proliferation was induced by Sox17i∆EC or hypoxia alone, hyperproliferation of ECs was prominent in Sox17i∆EC/hypoxic mice, as revealed by an increased number of Ki67+ ECs in pulmonary arterioles (Figure 3C; Figure S4). Furthermore, an abnormally stacked EC layer potentially due to intraluminal EC proliferation was found in lung arterioles of Sox17i∆EC/hypoxic mice, though at low frequency (Figure 3D). Notably, other mouse groups showed no abnormal EC layer. Although new blood vessel formation was not found in the lung, angiogenesis predicted by the molecular profiling is compatible with our results because ECs undergo active proliferation in angiogenesis. Although endothelial-mesenchymal transition has been suggested as a plausible etiology for vascular obliteration as well,24,25 α-SMA and S100a4, conventional mesenchymal markers, were not detected, and gene sets associated with endothelial-mesenchymal transition showed no enrichment in lung arterial ECs from Sox17i∆EC/hypoxic mice (Figure 3E and 3F). Although increased glycolysis and mitochondrial abnormalities have been reported in other PAH models,1,26 our endothelial-specific transcriptomic profiling showed no sign of these features in the PAH subject group (Figure S5).

Figure 3.

Figure 3.

Loss of Sox17 promotes abnormal proliferation and inflammatory activation in lung endothelial cells (ECs) under hypoxic stress. A, The top 5 enriched gene sets by gene ontology (GO) term analysis (top, biological process; bottom, reactome pathways). Gene sets associated with cell proliferation are displayed in dark orange and those associated with inflammation are displayed in light orange. B, Dot plot of GSEA results related to cell proliferation and inflammation. P are represented by color gradient and the false discovery rate adjusted P (ie, q-values) are depicted by circle size. C, Immunostaining for Ki67, a marker of proliferation, in distal pulmonary arterioles and its quantification in ECs (n=6 mice per group, 5 arterioles from each mouse). Note the significant increase in Ki67 expression in Sox17i∆EC/hypoxic mice versus control/normoxic mice. D, Histologic image showing vascular obliteration in pulmonary arterioles by abnormal stacking of ECs in Sox17i∆EC/hypoxic mice. E, Immunostaining for S100A4 in distal pulmonary arterioles and its quantification in ECs (n=5 mice per group, 5 arterioles from each mouse). Note the lack of S100A4 signals in ECs in both control/normoxic and Sox17i∆EC/hypoxic mice and no between-group difference. F, No significant transcriptional changes in mesenchymal markers on the basis of RNA-sequencing data. Data are presented as mean±SD. Numbers in parentheses refer to the numerator and denominator from which the relevant percentages are calculated (C and E). Generalized estimating equation models were adopted for clustered data (C and E). Scale bars: 10 μm (C, E), 20 μm (D).

Sox17 Deficiency Leads to Hypoxia-Induced Pulmonary Vascular Pathology in Part via dysregulated Notch Signaling

To understand whether the PAH model lacking Sox17 in ECs shares a molecular basis with other PAH models, we examined lung EC transcriptional levels of genes in which mutations were identified in PAH patients. While Eng, a co-receptor of Bmpr2, and Cav1, a critical regulator of Bmpr2 internalization, were significantly repressed in Sox17i∆EC/hypoxic mice compared with controls, Smad4 and Bmpr2 were also decreased moderately (Figure S6A). In line with this, GSEA predicted the inactivation of Smad signaling in Sox17-deficient lung ECs under hypoxic stress (Figure S6B). However, Acvrl1, Smad9, Eif2ak4, and Kcnk3 showed no significant changes. These transcriptional alterations suggest that PAH triggered by the combination of Sox17 deficiency and hypoxia share some molecular mechanisms in ECs with other types of PAH associated with the Bmpr2-Smad pathway.

Dysregulated Notch1 signaling is implicated in PAH development caused by mutations in Bmpr2 in mice.4,27,28 Notably, Notch1 signaling crucial for arterial development and homeostasis is downstream of Sox17.13,29 GSEA based on our RNA-sequencing data predicted the inactivation of Notch1 signaling in Sox17-deficient lung ECs under hypoxic stress (Figure S7A). In line with this, Sox17 deletion repressed Dll4 markedly, but not Notch1, and also repressed several Notch downstream targets such as Hey1, Hey2, and Hes1 in lung ECs (Figure S8). However, Dll4 deletion did not alter Sox17 levels substantially. These findings suggest that Sox17 deficiency may result in dysregulated Notch pathway via Dll4 downregulation. We asked whether loss of Notch1 in ECs is involved in the occurrence of hypoxia-induced PAH by excising Notch1 from adult ECs conditionally (Figure S7B). Most Notch1i∆EC mice exposed to 10% oxygen for 3 weeks displayed PAH phenotypes, including pulmonary vascular remodeling, lung inflammation, RV hypertrophy (Figure S7C through S7F), and RV systolic pressure (Figure 1F), phenocopying Sox17i∆EC/hypoxic mice. We next studied the effect of endothelial gain of Notch1 signaling on PAH development by overexpressing Notch1 intracellular domain (N1ICD) in ECs (N1ICDiOE). Gain of Notch1 function partially attenuated wall thickness and VSMC coverage of pulmonary arterioles and RV mass, but not lung inflammation (Figure S7C through S7F) and RV systolic pressure (Figure 1F), in Sox17i∆EC/hypoxic mice. These findings implicate dysregulation of the Sox17-Notch1 regulatory axis as one mechanism underlying hypoxia-induced vascular pathology. However, there may be complicated mechanisms involved in lung inflammation and cardiac remodeling that exclude enhancement of Notch signaling from potential approaches to effective PAH treatment.

Rescuing PAH Pathogenesis by Regulating the HGF/c-Met Pathway

To find a different pathway through which to target PAH induced by Sox17 deficiency, we searched for notable signaling pathways predicted by GSEA. We noticed the activation of c-Met signaling, which is well known to promote cell growth in various contexts,30,31 in lung ECs of Sox17i∆EC/hypoxic mice (Figure 4A). Interestingly, HGF (hepatocyte growth factor), a major ligand of the c-Met receptor, was remarkably upregulated in Sox17-deficient pulmonary arterial ECs under hypoxia (Figure 4B). While hypoxia or Sox17 deficiency individually increased HGF expression in distal pulmonary arterioles, their combination upregulated HGF levels additively (Figure 4C). These findings suggest that complicated regulatory mechanisms control HGF expression and support the hypothesis of c-Met signaling activation in lung ECs of Sox17i∆EC/hypoxic mice. To unveil underlying mechanisms, we examined levels of several transcripts in pulmonary ECs from experimental mouse groups (Figure S9A). As Hgf transcriptional levels in lung ECs showed no significant differences among groups, we asked whether microRNAs could regulate HGF expression post-transcriptionally (Figure S9B). Among Hgf mRNA-targeting candidates retrieved using microRNA prediction tools, miR-92 and miR-300 were remarkably decreased specifically in Sox17-deficient lung ECs under hypoxia, suggesting that reduced microRNA levels may upregulate endothelial HGF levels in PAH models.

Figure 4.

Figure 4.

Inhibition of HGF (hepatocyte growth factor)/c-Met signaling prevents the development of pathologic changes promoted by Sox17 deficiency. A, The top-ranked reactome pathways by gene set enrichment analysis (GSEA; left) and GSEA plot showing negative enrichment of negative regulation (ie, activation) of c-Met signaling (right) in Sox17i∆EC/hypoxic mice. B, Representative images of HGF upregulation in distal pulmonary arterioles of Sox17i∆EC/hypoxic mice. C, The percentage of HGF+ endothelial cells (ECs) in distal pulmonary arteriolar ECs in each experimental mouse group (n=6 mice per group, 5 arterioles from each mouse). D, Experimental schedule for c-Met inhibition in a preventive setting: following tamoxifen injection, Sox17i∆EC mice treated with vehicle (Veh, 10% DMSO), macitentan (Mac, a vasodilator), crizotinib (Cz, a c-Met inhibitor), or a combination of macitentan and crizotinib (Mac/Cz) during hypoxic exposure for 3 weeks and control mice treated with vehicle under normoxia for the same period. E–H, Attenuation of PAH phenotypes by c-Met inhibition combined with macitentan comparable to control mice as shown by reduced wall thickness (E) and muscularization of distal pulmonary arterioles (n=100 per group, 5 arterioles in each mice; F), attenuated lung infiltration by CD11b+ cells (number per high power field, n=6 for control/normoxic mice and n=7 for other groups; G), and improved RV hypertrophy (n=9 for control/normoxic and Sox17i∆EC/hypoxic groups, n=8 for Sox17i∆EC/hypoxic mice treated with macitentan and Sox17i∆EC/hypoxic mice treated with macitentan and crizotinib, and n=7 for Sox17i∆EC/hypoxic mice treated with crizotinib; H) in Sox17i∆EC/hypoxic mice. Data are presented as mean±SD. Numbers in parentheses refer to the numerator and denominator from which the relevant percentages are calculated (C). Generalized estimating equation models (C, E, and F), 1-way ANOVA with Scheffé post-test (H), and Kruskal-Wallis test with Dunn’s post-test (G) were performed. Scale bars in B: 10 μm. ES indicates enrichment score; and HPF, high-power field.

To determine whether the c-Met activation is critical for PAH development, we treated Sox17i∆EC/hypoxic mice with crizotinib, a clinically available c-Met inhibitor, from the beginning of hypoxia (Figure 4D). Crizotinib attenuated pulmonary arterial thickening, hypermuscularization, lung infiltration of CD11b+ inflammatory cells, and RV hypertrophy significantly (Figure 4E through 4H), verifying that c-Met signaling is critically involved in PAH pathology. When treated in the presence of macitentan, crizotinib reduced the hallmark pathologic features of PAH almost to control levels (Figure 4E through 4H). The combination of crizotinib and macitentan also decreased PAH phenotypes in Sugen 5416/hypoxia mouse model (Figure S10).

Next, in addition to the preventive setting above, we were interested in whether c-Met inhibition could be effective in patients with advanced PAH, which is more clinically relevant. We tested drug treatments in Sox17i∆EC/hypoxic mice with established PAH confirmed by the presence of symptoms (Figure 5A). Considering that the effect of crizotinib monotherapy was similar with macitentan monotherapy in the preventive setting, we focused to investigate the combined effect of c-Met inhibition and vasodilation in the therapeutic setting. Sox17i∆EC/hypoxic mice that received dual treatment with crizotinib and macitentan, but not macitentan monotherapy, appeared to be healthy and showed vigorous activity. In addition, all pathological phenotypes of PAH were rescued markedly by combination treatment with crizotinib and macitentan compared with the modest response to macitentan alone (Figure 5B through 5F). Like crizotininb, capmatinib, another c-Met inhibitor, also rescued mice having established PAH phenotypes effectively (Figure 5B through 5F). Thus, the inhibition of HGF/c-Met signaling showed therapeutic benefit in a clinically relevant PAH model, suggesting the HGF/c-Met pathway as a druggable target for PAH treatment.

Figure 5.

Figure 5.

Therapeutic treatment with c-Met inhibitors reverses established pulmonary arterial hypertension (PAH). A, Experimental schedule for c-Met inhibition in a therapeutic setting: following tamoxifen injection, Sox17i∆EC mice were confirmed to have PAH by echocardiography imaging at the end of 3 weeks of hypoxia and then treated with vehicle (Veh, 10% DMSO), crizotinib (Cz, a c-Met inhibitor), or capmatinib (Cp, a c-Met inhibitor) in the presence of macitentan (Mac-Tx) during the subsequent 3 weeks of normoxia. B–F, Reversal of PAH phenotypes developed in Sox17i∆EC mice by c-Met inhibition combined with macitentan as shown by reduced wall thickness (B) and muscularization of distal pulmonary arterioles (n=50 per group, 5 arterioles in each mice; C), decreased lung infiltration by CD11b+ cells (number per high-power field, n=7 per group; D), improved RV hypertrophy (n=7 mice treated with macitentan, n=6 mice treated with macitentan and crizotinib, and n=5 mice treated with macitentan and capmatinib; E), and reduced RV systolic pressure (n=4 per group; F). Data are presented as mean±SD. Generalized estimating equation models (B and C), 1-way ANOVA with Scheffé post-test (D), and Kruskal-Wallis test with Dunn’s post-test (E and F) were performed. HPF indicates high-power field; and PAH, pulmonary arterial hypertension.

Altered Sox17 and HGF Levels in Pulmonary Arterial ECs From Patients With PAH

As a test of clinical relevance, we examined Sox17 expression in the lung specimens from patients with PAH and control subjects. Whereas all 14 control subjects had robust Sox17 immunostaining signals in most pulmonary arterioles, 4 of 15 PAH patients had attenuated Sox17 immunoreactivity (Figure 6A and 6B). These findings suggest that repressed Sox17 expression in lung arterial ECs could be related to the occurrence of PAH.

Figure 6.

Figure 6.

Repressed Sox17 expression and increased HGF (hepatocyte grow factor) expression in pulmonary arterial endothelial cells (ECs) from patients with pulmonary arterial hypertension (PAH) in comparison with control subjects. A, Immunostaining for Sox17 in lung tissue sections from a control subject and a PAH patient. Note the repressed Sox17 expression in arteriolar ECs (yellow arrow) and hypermuscularization (white arrowhead) in the PAH patient. B, Proportions of Sox17 expression levels in pulmonary arteriolar ECs. Note the substantial proportion of low Sox17 expression in the PAH group, contrasting to the control group in which no case of low Sox17 expression was found. C, Immunostaining of HGF in lung tissue sections from a control subject and a patient with PAH. Note the increased HGF expression in arteriolar ECs (yellow arrow) and hypermuscularization (white arrowhead) in the patient with PAH. D, Proportions of HGF expression levels in pulmonary arteriolar ECs. Note the substantial proportion of high HGF expression in the PAH group, contrasting to the control group in which no case of high HGF expression was found. Numbers in bars indicate absolute numbers of cases. Demographic data for each subject are presented in Table S1. Scale bars in A and C: 10 μm.

Next, we also examined HGF immunoreactivity in lung tissue sections from PAH patients and control subjects. Consistent with the mouse PAH model, HGF immunoreactivity in pulmonary arterial ECs was readily detectable in 13 of 15 patients with PAH but was barely detected in all 14 non-PAH control subjects (Figure 6C and 6D). Importantly, all 4 patients with PAH with low Sox17 levels showed high HGF immunoreactivity. This finding supports the activation of HGF/c-Met signaling in ECs as a novel mechanism for PAH pathophysiology and suggests that its blockade could be considered as a potential therapeutic option in patients with PAH.

Discussion

In accord with the identification of risk variants in the Sox17 locus in a large cohort of PAH patients,8 we found repressed Sox17 expression in pulmonary arterial ECs in a substantial portion of patients with PAH. We demonstrated that Sox17 deficiency in ECs can result in long-lasting hypoxia-induced PAH in mice, and this action may be mediated via HGF/c-Met signaling, suggesting its potential as a druggable target in PAH (Figure 7).

Figure 7.

Figure 7.

Summarizing illustration. Schematic diagram depicting the role of Sox17 in pulmonary arterial health and its loss leading to pulmonary arterial hypertension via HGF (hepatocyte grow factor) upregulation and impaired Notch signaling. EC indicates endothelial cell; and PAH, pulmonary arterial hypertension.

PAH is a complex disease with diverse pathologic features. An increasing number of heritable genetic mutations have been identified and it has been speculated that they underlie the phenotypic heterogeneity of PAH.1,5 However, a large proportion of PAH is idiopathic, which means that the exact pathophysiological mechanisms remain unclear.1,6 In the present work, Sox17 expression in pulmonary arterial ECs was decreased in 4 of 15 patients with PAH (26.7%). These results imply that there are Sox17-associated general molecular events shared by patients with PAH, who have been considered to be genetically highly heterogeneous. EC-specific Sox17 deletion faithfully reproduced PAH pathophysiology in mice, only when combined with hypoxia, indicating the requirement of additional hits to induce PAH. Hypoxia is not only a well-established trigger for experimental PAH in rodents but also is a potential risk factor for PAH in humans, as shown by the high incidence of high-altitude pulmonary hypertension in the Andean population32 and correlations between PAH and other clinical and environmental conditions leading to hypoxia, including smoking, sleep apnoea syndrome, and air pollution.33,34 Alternatively, weak risk factors or short duration of exposure can lead to only modest pathologic and hemodynamic changes insufficient to be called PAH, such as raised mean pulmonary arterial pressure below the threshold for diagnosing PAH (ie, 20 mmHg), in a fraction of the population. In the present study, Sox17i∆EC/hypoxic mice showed partial luminal narrowing, but not complete occlusion of lung arterioles, which might reflect less severity. They may develop more severe PAH with longer hypoxic stress. Collectively, we speculate that PAH development with a high penetrance in Sox17 deficiency mice is attributable to the stringent and prolonged hypoxic stress (ie, exposure to 10% oxygen for 3 weeks) on top of low Sox17 levels, partially explaining the gap between the high prevalence of Sox17 variants and the very low incidence of PAH in humans.

Sox17 is expressed in ECs throughout life and is indispensable for vascular development and vascular health. In this study, Sox17 was robustly expressed in pulmonary arterial ECs in humans and mice. Although inducible Sox17 deletion from ECs per se resulted in no discernible vascular changes, its combination with hypoxic stress elicited vascular pathology of PAH. This finding is relevant because Sox17 is critical for EC regeneration and restoration of vascular homeostasis against vascular injury, apart from its role in pulmonary vascular development.16,35 Similarly, Sox17 protects brain arterial ECs from hypertensive stress and thereby restrains intracranial aneurysm formation.15 Together, these findings are evidence that Sox17 plays an important role in maintaining vascular homeostasis in response to vascular stresses in different contexts.

Notch signaling is also essential for vascular morphogenesis and homeostasis. Recent studies suggest that Notch signaling suppresses PAH development and Notch activation is mediated by the BMPR2 (bone morphogenetic protein receptor 2), whose deficiency is the most well-known genetic factor for PAH.4 Interestingly, Sox17 is coupled to Notch signaling in several arterial contexts. For example, the Sox17-Notch signaling axis promotes arterial differentiation in nascent vessels26,29 and contributes to the homeostasis of arterial blood-retinal barrier. 29 In the present work, this signaling axis also protected the endothelial integrity of pulmonary arteries from hypoxic stress, and its perturbation led to PAH development. While the Sox17-Notch signaling axis is a highly conserved arterial genetic program, it seems to have evolved to play an organotypic role.

Endothelial transcriptomic profiling predicted that the combination of Sox17 deficiency and hypoxia leads to vascular pathology via multiple mechanisms.3638 Interestingly, we found that HGF/c-Met signaling, which is fundamental to cell proliferation, was activated in Sox17-deficient lung ECs under hypoxia, potentially via microRNA regulation. Although HGF/c-Met signaling has received most attention in cancer proliferation,30 some studies reported that increased HGF levels were associated with poor prognosis in various cardiovascular disorders.39,40 These findings on the adverse effect of HGF/c-Met signaling seem to contradict other reports that proposed a protective role of HGF in PAH in monocrotaline-induced rat PAH models.41 Though frequently used, monocrotaline is toxic to ECs, hepatocytes, and other cell types, and could lead to atypical features which are uncommon in patients with PAH.42 From a therapeutic perspective, several inhibitors of HGF/c-Met signaling have been proven to be antiproliferative and already approved in treating multiple cancer types.43 Considering again the cancer-like features of PAH, HGF/c-Met inhibitors can potentially be repositioned as candidate drugs for PAH. Importantly, HGF expression was increased in pulmonary arterial ECs of not only mouse PAH models but also patients with PAH in the present work. Additionally, pharmacologic inhibition of c-Met signaling substantially attenuated PAH disease pathology, both in preventive and therapeutic protocols.

Although the pathobiology of PAH is complicated by as yet unknown factors, a common feature of PAH is increased pulmonary vascular resistance due to a reduction in the luminal area of pulmonary arterioles. This vascular narrowing is driven by a combination of processes including vasoconstriction, thrombosis, abnormally increased proliferation of ECs and VSMCs, and excessive inflammation.1 Dysregulated EC proliferation is known to lead to plexiform lesions, a hallmark of severe PAH. Here, we have demonstrated EC hyperproliferation in Sox17i∆EC/hypoxic mice, consistent with other PAH animal models44,45 and patients with PAH.2,46 Further work will clarify whether our PAH model could have more circulating ECs due to increased EC proliferation, similar to patients with severe PAH.47 We suggest HGF/c-Met signaling as a mechanism driving EC proliferation in PAH development. The therapeutic potential of c-Met inhibition is thus inspiring because currently available PAH-specific drugs, which have strong pulmonary vasodilating effects, render only limited therapeutic benefits. Therefore, HGF/c-Met signaling could be an effective target for PAH treatment, as it can exert positive effects on all major cell types involved in PAH pathology. Most importantly, we found that enhanced HGF expression in pulmonary arterial ECs was prevalent in patients with PAH, highlighting its clinical relevance.

Conclusion

The present study demonstrates that the downregulation of Sox17 levels in pulmonary arterioles leads to PAH development, particularly when exposed to hypoxia, suggesting the significant role of Sox17 in the pathogenesis of PAH. A substantial portion of PAH patients has low Sox17 levels, highlighting the potential translational relevance of this pathway to PAH. Our work also identifies HGF/c-Met signaling as a druggable target in PAH.

Article Information

Acknowledgments

We thank Tae Min Kim (Department of Hemato-oncology in Internal Medicine, Seoul National University Hospital) for insightful advice regarding study design and the interpretation of results, and Moonyoung Rhyoo and Yunmi Lee (KAIST Animal Facility) for maintaining mouse colonies and performing in vitro fertilization of mouse embryos.

Author Contributions

C.S. Park, S.H. Kim, J.M. Yang, T.W. Noh, J.-B. Park, and I. Kim designed the study. C.S. Park, S.H. Kim, J.M. Yang, T.W. Noh, Y.S. Ju, H. Kang, R.T. Schermuly, J.-H. Park, E. Lee, J.-H. Kim, H.Y. Yang, S.S. Bae, S.-P. Lee, H. Park, and J.-B. Park were involved in sample and data collection. C.S. Park, S.H. Kim, S.S. Bae, J. Han, J.-B. Park, and I. Kim were involved in data analysis and interpretation. C.S. Park, J.-B. Park, and I. Kim wrote the article, and all authors critically revised the article.

Sources of Funding

This work was supported by the National Research Foundation of Korea of the Ministry of Science and ICT (NRF-2021R1A4A1031198 and NRF-2021R1A2C3006538, I. Kim, NRF-2020R1C1C1010890, J-B. Park, and NRF-2019R1C1C1010482, J. Han) and the German Research Foundation (DFG, 268555672-CRC1213 [Collaborative Research Center 1213], Project A08 and A09, R.T. Schermuly).

Disclosures

None.

Supplemental Material

Expanded Materials and Methods

Figures S1–S13

Tables S1 and S2

References4855

Supplementary Material

res-131-792-s001.pdf (113.1KB, pdf)
res-131-792-s002.pdf (2.8MB, pdf)
res-131-792-s003.pdf (180.8KB, pdf)

Nonstandard Abbreviations and Acronyms

BMPR2
bone morphogenetic protein receptor 2
EC
endothelial cell
GSEA
gene set enrichment analysis
HGF
hepatocyte growth factor
PAH
pulmonary arterial hypertension
RV
right ventricular
Sox17
SRY-related HMG-box17
VSMC
vascular smooth muscle cell
*

J.-B. Park and I. Kim contributed equally.

For Sources of Funding and Disclosures, see page 804.

References

  • 1.Thenappan T, Ormiston ML, Ryan JJ, Archer SL. Pulmonary arterial hypertension: pathogenesis and clinical management. BMJ. 2018;360:j5492. 10.1136/bmj.j5492 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Humbert M, Guignabert C, Bonnet S, Dorfmuller P, Klinger JR, Nicolls MR, Olschewski AJ, Pullamsetti SS, Schermuly RT, Stenmark K, et al. Pathology and pathobiology of pulmonary hypertension: state of the art and research perspectives. Eur Respir J. 2019;53.doi: 10.1183/13993003.01887-2018 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Potus F, Pauciulo MW, Cook EK, Zhu N, Hsieh A, Welch CL, Shen Y, Tian L, Lima P, Mewburn J, et al. Novel mutations and decreased expression of the epigenetic regulator TET2 in pulmonary arterial hypertension. Circulation. 2020.doi: 10.1161/CIRCULATIONAHA.119.044320 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Miyagawa K, Shi M, Chen PI, Hennigs JK, Zhao Z, Wang M, Li CG, Saito T, Taylor S, Sa S, Li CG, Wang Lingli, Snyder Michael P, Rabinovitch Marlene. Smooth muscle contact drives endothelial regeneration by BMPR2-Notch1-mediated metabolic and epigenetic changes. Circ Res. 2019;124:211–224.doi: 10.1161/CIRCRESAHA.118.313374 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Galie N, Palazzini M, Manes A. Pulmonary arterial hypertension: from the kingdom of the near-dead to multiple clinical trial meta-analyses. Eur Heart J. 2010;31:2080–6. doi: 10.1093/eurheartj/ehq152 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Morrell NW, Aldred MA, Chung WK, Elliott CG, Nichols WC, Soubrier F, Trembath RC, Loyd JE. Genetics and genomics of pulmonary arterial hypertension. Eur Respir J. 2019;53.doi: 10.1183/13993003.01899-2018 1801899. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Hoeper MM, Humbert M, Souza R, Idrees M, Kawut SM, Sliwa-Hahnle K, Jing ZC, Gibbs JS. A global view of pulmonary hypertension. Lancet Respir Med. 2016;4:306–22. doi: 10.1016/S2213-2600(15)00543-3 [DOI] [PubMed] [Google Scholar]
  • 8.Rhodes CJ, Batai K, Bleda M, Haimel M, Southgate L, Germain M, Pauciulo MW, Hadinnapola C, Aman J, Girerd B, Arora , et al. Genetic determinants of risk in pulmonary arterial hypertension: international genome-wide association studies and meta-analysis. Lancet Respir Med. 2019;7:227–238. doi: 10.1016/S2213-2600(18)30409-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Hoeper MM, Simon RGJ. The changing landscape of pulmonary arterial hypertension and implications for patient care. Eur Respir Rev. 2014;23:450–7.doi: 10.1183/09059180.00007814 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Zhu N, Welch CL, Wang J, Allen PM, Gonzaga-Jauregui C, Ma L, King AK, Krishnan U, Rosenzweig EB, Ivy DD, et al. Rare variants in SOX17 are associated with pulmonary arterial hypertension with congenital heart disease. Genome Med. 2018;10:56.doi: 10.1186/s13073-018-0566-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Graf S, Haimel M, Bleda M, Hadinnapola C, Southgate L, Li W, Hodgson J, Liu B, Salmon RM, Southwood M, et al. Identification of rare sequence variation underlying heritable pulmonary arterial hypertension. Nat Commun. 2018;9:1416.doi: 10.1038/s41467-018-03672-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Hiraide T, Kataoka M, Suzuki H, Aimi Y, Chiba T, Kanekura K, Satoh T, Fukuda K, Gamou S, Kosaki K. SOX17 mutations in Japanese patients with pulmonary arterial hypertension. Am J Respir Crit Care Med. 2018;198:1231–1233.doi: 10.1164/rccm.201804-0766LE [DOI] [PubMed] [Google Scholar]
  • 13.Corada M, Orsenigo F, Morini MF, Pitulescu ME, Bhat G, Nyqvist D, Breviario F, Conti V, Briot A, Iruela-Arispe ML, Adams Ralf H, Dejana Elisabetta. Sox17 is indispensable for acquisition and maintenance of arterial identity. Nat Commun. 2013;4:2609.doi: 10.1038/ncomms3609 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Kim K, Kim IK, Yang JM, Lee E, Koh BI, Song S, Park J, Lee S, Choi C, Kim JW, Kubota Yoshiaki, Koh Gou Young, Kim Injune. SoxF transcription factors are positive feedback regulators of VEGF signaling. Circ Res. 2016;119:839–52. doi: 10.1161/CIRCRESAHA.116.308483 [DOI] [PubMed] [Google Scholar]
  • 15.Lee S, Kim IK, Ahn JS, Woo DC, Kim ST, Song S, Koh GY, Kim HS, Jeon BH, Kim I. Deficiency of endothelium-specific transcription factor Sox17 induces intracranial aneurysm. Circulation. 2015;131:995–1005. doi: 10.1161/CIRCULATIONAHA.114.012568 [DOI] [PubMed] [Google Scholar]
  • 16.Liu M, Zhang L, Marsboom G, Jambusaria A, Xiong S, Toth PT, Benevolenskaya EV, Rehman J, Malik AB. Sox17 is required for endothelial regeneration following inflammation-induced vascular injury. Nat Commun. 2019;10:2126. 10.1038/s41467-019-10134-y [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Bonnet S, Provencher S, Guignabert C, Perros F, Boucherat O, Schermuly RT, Hassoun PM, Rabinovitch M, Nicolls MR, Humbert M. Translating research into improved patient care in pulmonary arterial hypertension. Am J Respir Crit Care Med. 2017;195:583–595.doi: 10.1164/rccm.201607-1515PP [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Alzoubi A, Almalouf P, Toba M, O’Neill K, Qian X, Francis M, Taylor MS, Alexeyev M, McMurtry IF, Oka M, Stevens Troy. TRPC4 inactivation confers a survival benefit in severe pulmonary arterial hypertension. Am J Pathol. 2013;183:1779–1788.doi: 10.1016/j.ajpath.2013.08.016 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Jiang B, Deng Y, Suen C, Taha M, Chaudhary KR, Courtman DW, Stewart DJ. Marked Strain-Specific Differences in the SU5416 Rat model of severe pulmonary arterial hypertension. Am J Respir Cell Mol Biol. 2016;54:461–8. doi: 10.1165/rcmb.2014-0488OC [DOI] [PubMed] [Google Scholar]
  • 20.Chaudhary KR, Deng Y, Yang A, Cober N, Stewart DJ. Penetrance of severe pulmonary arterial hypertension in response to vascular endothelial growth factor receptor 2 blockade in a genetically prone rat model is reduced by female sex. J Am Heart Assoc. 2021;10:e019488. doi: 10.1161/JAHA.120.019488 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Vitali SH, Hansmann G, Rose C, Fernandez-Gonzalez A, Scheid A, Mitsialis SA, Kourembanas S. The Sugen 5416/hypoxia mouse model of pulmonary hypertension revisited: long-term follow-up. Pulm Circ. 2014;4:619–29. doi: 10.1086/678508 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Kwapiszewska G, Wilhelm J, Wolff S, Laumanns I, Koenig IR, Ziegler A, Seeger W, Bohle RM, Weissmann N, Fink L. Expression profiling of laser-microdissected intrapulmonary arteries in hypoxia-induced pulmonary hypertension. Respir Res. 2005;6:109. doi: 10.1186/1465-9921-6-109 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Galie N, Humbert M, Vachiery JL, Gibbs S, Lang I, Torbicki A, Simonneau G, Peacock A, Vonk Noordegraaf A, Beghetti M, et al. 2015 ESC/ERS Guidelines for the diagnosis and treatment of pulmonary hypertension: the joint task force for the diagnosis and treatment of pulmonary hypertension of the european society of cardiology (ESC) and the European Respiratory Society (ERS): Endorsed by: Association for European Paediatric and Congenital Cardiology (AEPC), International Society for Heart and Lung Transplantation (ISHLT). Eur Heart J. 2016;37:67–119. doi: 10.1093/eurheartj/ehv317 [DOI] [PubMed] [Google Scholar]
  • 24.Tian W, Jiang X, Sung YK, Shuffle E, Wu TH, Kao PN, Tu AB, Dorfmuller P, Cao A, Wang L, et al. Phenotypically silent bone morphogenetic protein receptor 2 mutations predispose rats to inflammation-induced pulmonary arterial hypertension by enhancing the risk for neointimal transformation. Circulation. 2019;140:1409–1425. doi: 10.1161/CIRCULATIONAHA.119.040629 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Ranchoux B, Antigny F, Rucker-Martin C, Hautefort A, Pechoux C, Bogaard HJ, Dorfmuller P, Remy S, Lecerf F, Plante S, et al. Endothelial-to-mesenchymal transition in pulmonary hypertension. Circulation. 2015;131:1006–18. doi: 10.1161/CIRCULATIONAHA.114.008750 [DOI] [PubMed] [Google Scholar]
  • 26.Boucherat O, Peterlini T, Bourgeois A, Nadeau V, Breuils-Bonnet S, Boilet-Molez S, Potus F, Meloche J, Chabot S, Lambert C, et al. Mitochondrial HSP90 accumulation promotes vascular remodeling in pulmonary arterial hypertension. Am J Respir Crit Care Med. 2018;198:90–103. doi: 10.1164/rccm.201708-1751OC [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Babicheva A, Yuan JX. Endothelial Notch1 in pulmonary hypertension. Circ Res. 2019;124:176–179. doi: 10.1161/CIRCRESAHA.118.314496 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Dabral S, Tian X, Kojonazarov B, Savai R, Ghofrani HA, Weissmann N, Florio M, Sun J, Jonigk D, Maegel L, et al. Notch1 signalling regulates endothelial proliferation and apoptosis in pulmonary arterial hypertension. Eur Respir J. 2016;48:1137–1149. doi: 10.1183/13993003.00773-2015 [DOI] [PubMed] [Google Scholar]
  • 29.Yang JM, Park CS, Kim SH, Noh TW, Kim JH, Park S, Lee J, Park JR, Yoo D, Jung HH, et al. Dll4 suppresses transcytosis for arterial blood-retinal barrier homeostasis. Circ Res. 2020;126:767–783. doi: 10.1161/CIRCRESAHA.119.316476 [DOI] [PubMed] [Google Scholar]
  • 30.Bradley CA, Salto-Tellez M, Laurent-Puig P, Bardelli A, Rolfo C, Tabernero J, Khawaja HA, Lawler M, Johnston PG, Van Schaeybroeck S, et al. Targeting c-MET in gastrointestinal tumours: rationale, opportunities and challenges. Nat Rev Clin Oncol. 2017;14:562–576.doi: 10.1038/nrclinonc.2017.40 [DOI] [PubMed] [Google Scholar]
  • 31.Meng X, Zhao Y, Han B, Zha C, Zhang Y, Li Z, Wu P, Qi T, Jiang C, Liu Y, Cai Jinquan. Dual functionalized brain-targeting nanoinhibitors restrain temozolomide-resistant glioma via attenuating EGFR and MET signaling pathways. Nat Commun. 2020;11:594.doi: 10.1038/s41467-019-14036-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Tymko MM, Lawley JS, Ainslie PN, Hansen AB, Hofstaetter F, Rainer S, Amin S, Moralez G, Gasho C, Vizcardo-Galindo G, et al. Global reach 2018 heightened alpha-adrenergic signaling impairs endothelial function during chronic exposure to hypobaric hypoxia. Circ Res. 2020;127:e1–e13. doi: 10.1161/CIRCRESAHA.119.316053 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Liu J, Ye X, Ji D, Zhou X, Qiu C, Liu W, Yu L. Diesel exhaust inhalation exposure induces pulmonary arterial hypertension in mice. Environ Pollut. 2018;237:747–755. doi: 10.1016/j.envpol.2017.10.121 [DOI] [PubMed] [Google Scholar]
  • 34.Bady E, Achkar A, Pascal S, Orvoen-Frija E, Laaban JP. Pulmonary arterial hypertension in patients with sleep apnoea syndrome. Thorax. 2000;55:934–9. doi: 10.1136/thorax.55.11.934 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Lange AW Haitchi HM LeCras TD Sridharan A Xu Y Wert SE James J Udell N Thurner PJ and Whitsett JA. Sox17 is required for normal pulmonary vascular morphogenesis. Dev Biol. 2014;387:109–20. doi: 10.1016/j.ydbio.2013.11.018 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Sommer N Ghofrani HA Pak O Bonnet S Provencher S Sitbon O Rosenkranz S Hoeper MM and Kiely DG. Current and future treatments of pulmonary arterial hypertension. Br J Pharmacol. 2020. doi: 10.1111/bph.15016 [DOI] [PubMed] [Google Scholar]
  • 37.Liao S, Li D, Hui Z, McLachlan CS, Zhang Y. Metformin added to bosentan therapy in patients with pulmonary arterial hypertension associated with congenital heart defects: a pilot study. ERJ Open Res. 2018;4.doi: 10.1183/23120541.00060-2018 00060 2018 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Archer SL. Pyruvate kinase and Warburg metabolism in pulmonary arterial hypertension: Uncoupled glycolysis and the cancer-like phenotype of pulmonary arterial hypertension. Circulation. 2017;136:2486–2490. doi: 10.1161/CIRCULATIONAHA.117.031655 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Lamblin N, Bauters A, Fertin M, de Groote P, Pinet F, Bauters C. Circulating levels of hepatocyte growth factor and left ventricular remodelling after acute myocardial infarction (from the REVE-2 study). Eur J Heart Fail. 2011;13:1314–22.doi: 10.1093/eurjhf/hfr137 [DOI] [PubMed] [Google Scholar]
  • 40.Zhu Z, Xu T, Guo D, Huangfu X, Zhong C, Yang J, Wang A, Chen CS, Peng Y, Xu T, et al. Serum hepatocyte growth factor is probably associated with 3-month prognosis of acute ischemic stroke. Stroke. 2018;49:377–383. doi: 10.1161/STROKEAHA.117.019476 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Hiramine K, Sata N, Ido A, Kamimura R, Setoyama K, Arai K, Nuruki N, Tanaka Y, Uto H, Tsubouchi H. Hepatocyte growth factor improves the survival of rats with pulmonary arterial hypertension via the amelioration of pulmonary hemodynamics. Int J Mol Med. 2011;27:497–502. doi: 10.3892/ijmm.2011.616 [DOI] [PubMed] [Google Scholar]
  • 42.Provencher S, Archer SL, Ramirez FD, Hibbert B, Paulin R, Boucherat O, Lacasse Y, Bonnet S. Standards and methodological rigor in pulmonary arterial hypertension preclinical and translational research. Circ Res. 2018;122:1021–1032. doi: 10.1161/CIRCRESAHA.117.312579 [DOI] [PubMed] [Google Scholar]
  • 43.Shaw AT, Kim DW, Nakagawa K, Seto T, Crino L, Ahn MJ, De Pas T, Besse B, Solomon BJ, Blackhall F, et al. Crizotinib versus chemotherapy in advanced ALK-positive lung cancer. N Engl J Med. 2013;368:2385–94. doi: 10.1056/NEJMoa1214886 [DOI] [PubMed] [Google Scholar]
  • 44.Kim J, Kang Y, Kojima Y, Lighthouse JK, Hu X, Aldred MA, McLean DL, Park H, Comhair SA, Greif DM, et al. An endothelial apelin-FGF link mediated by miR-424 and miR-503 is disrupted in pulmonary arterial hypertension. Nat Med. 2013;19:74–82.doi: 10.1038/nm.3040 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Kato F, Sakao S, Takeuchi T, Suzuki T, Nishimura R, Yasuda T, Tanabe N, Tatsumi K. Endothelial cell-related autophagic pathways in Sugen/hypoxia-exposed pulmonary arterial hypertensive rats. Am J Physiol Lung Cell Mol Physiol. 2017;313:L899–L915. doi: 10.1152/ajplung.00527.2016 [DOI] [PubMed] [Google Scholar]
  • 46.Stacher E, Graham BB, Hunt JM, Gandjeva A, Groshong SD, McLaughlin VV, Jessup M, Grizzle WE, Aldred MA, Cool CD, et al. Modern age pathology of pulmonary arterial hypertension. Am J Respir Crit Care Med. 2012;186:261–72. doi: 10.1164/rccm.201201-0164OC [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Ventetuolo CE, Aliotta JM, Braza J, Chichger H, Dooner M, McGuirl D, Mullin CJ, Newton J, Pereira M, Princiotto A, et al. Culture of pulmonary artery endothelial cells from pulmonary artery catheter balloon tips: considerations for use in pulmonary vascular disease. Eur Respir J. 2020;55: 1901313. doi: 10.1183/13993003.01313-2019 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Savai R, Pullamsetti SS, Kolbe J, Bieniek E, Voswinckel R, Fink L, Scheed A, Ritter C, Dahal BK, Vater A, Klussmann Sven, et al. Immune and inflammatory cell involvement in the pathology of idiopathic pulmonary arterial hypertension. Am J Respir Crit Care Med. 2012;186:897–908. doi: 10.1164/rccm.201202-0335OC [DOI] [PubMed] [Google Scholar]
  • 49.Nisbet RE, Bland JM, Kleinhenz DJ, Mitchell PO, Walp ER, Sutliff RL, Hart CM. Rosiglitazone attenuates chronic hypoxia-induced pulmonary hypertension in a mouse model. Am J Respir Cell Mol Biol. 2010;42:482–90. doi: 10.1165/rcmb.2008-0132OC [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Ikeda KT, Hale PT, Pauciulo MW, Dasgupta N, Pastura PA, Le Cras TD, Pandey MK, Nichols WC. Hypoxia-induced pulmonary hypertension in different mouse strains: Relation to transcriptome. Am J Respir Cell Mol Biol. 2019;60:106–116. doi: 10.1165/rcmb.2017-0435OC [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Ryanto GRT, Ikeda K, Miyagawa K, Tu L, Guignabert C, Humbert M, Fujiyama T, Yanagisawa M, Hirata KI, Emoto N. An endothelial activin A-bone morphogenetic protein receptor type 2 link is overdriven in pulmonary hypertension. Nat Commun. 2021;12:1720. 10.1038/s41467-021-21961-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Long L, Ormiston ML, Yang X, Southwood M, Graf S, Machado RD, Mueller M, Kinzel B, Yung LM, Wilkinson JM, et al. Selective enhancement of endothelial BMPR-II with BMP9 reverses pulmonary arterial hypertension. Nat Med. 2015;21:777–85. doi: 10.1038/nm.3877 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Hwangbo C, Lee HW, Kang H, Ju H, Wiley DS, Papangeli I, Han J, Kim JD, Dunworth WP, Hu X, et al. Modulation of endothelial bone morphogenetic protein receptor type 2 activity by vascular endothelial growth factor receptor 3 in pulmonary arterial hypertension. Circulation. 2017;135:2288–2298. doi: 10.1161/CIRCULATIONAHA.116.025390 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Park JB, Suh M, Park JY, Park JK, Kim YI, Kim H, Cho YS, Kang H, Kim K, Choi JH, et al. Assessment of inflammation in pulmonary artery hypertension by (68)Ga-mannosylated human serum albumin. Am J Respir Crit Care Med. 2020;201:95–106. doi: 10.1164/rccm.201903-0639OC [DOI] [PubMed] [Google Scholar]
  • 55.Sanz E, Yang L, Su T, Morris DR, McKnight GS, Amieux PS. Cell-type-specific isolation of ribosome-associated mRNA from complex tissues. Proc Natl Acad Sci U S A. 2009;106:13939–44. doi: 10.1073/pnas.0907143106 [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

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

Supplementary Materials

res-131-792-s001.pdf (113.1KB, pdf)
res-131-792-s002.pdf (2.8MB, pdf)
res-131-792-s003.pdf (180.8KB, pdf)

Data Availability Statement

Expanded methods are available in the Supplemental Material. Please see the Major Resources Table for details. Raw sequencing data and processed transcriptomic data are available at the NCBI GEO under the accession GSE210505.

For reasonable request, data are available through approval and oversight by Korea Advanced Institute of Science and Technology, Seoul National University Hospital, and University of Giessen and Marburg Lung Centre.


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