Skip to main content

REVIEW article

Front. Physiol., 19 June 2018
Sec. Respiratory Physiology and Pathophysiology
This article is part of the Research Topic Molecular Mechanisms in Pulmonary Hypertension and Right Ventricle Dysfunction View all 13 articles

Biomarkers for Pulmonary Vascular Remodeling in Systemic Sclerosis: A Pathophysiological Approach

  • 1Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
  • 2Division of Pulmonology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
  • 3Physiology, Otto Loewi Research Center, Medical University of Graz, Graz, Austria
  • 4Department of Pulmonology, Semmelweis University, Budapest, Hungary
  • 5Division of Pulmonary & Critical Care Medicine, Johns Hopkins University, Baltimore, MD, United States

Pulmonary arterial hypertension (PAH) is a severe complication of systemic sclerosis (SSc) associated with high morbidity and mortality. There are several biomarkers of SSc-PAH, reflecting endothelial physiology, inflammation, immune activation, extracellular matrix, metabolic changes, or cardiac involvement. Biomarkers associated with diagnosis, disease severity and progression have been identified, however, very few have been tested in a prospective setting. Some antinuclear antibodies such as nucleosome antibodies (NUC), anti-centromere antibodies (CENP-A/B) and anti-U3-ribonucleoprotein (anti-U3-RNP) are associated with PAH while anti-U1-ribonucleoprotein (anti-U1-RNP) is associated with a reduced PAH risk. Anti-endothelin receptor and angiotensin-1 receptor antibodies might be good markers of SSc-PAH and progression of pulmonary vasculopathy. Regarding the markers reflecting immune activation and inflammation, there are many inconsistent results. CXCL-4 was associated with SSc progression including PAH and lung fibrosis. Growth differentiation factor (GDF)-15 was associated with PAH and mortality but is not specific for SSc. Among the metabolites, kynurenine was identified as diagnostic marker for PAH, however, its pathologic role in the disease is unclear. Endostatin, an angiostatic factor, was associated with heart failure and poor prognosis. Established heart related markers, such as N-terminal fragment of A-type natriuretic peptide/brain natriuretic peptide (NT-proANP, NT-proBNP) or troponin I/T are elevated in SSc-PAH but are not specific for the right ventricle and may be increased to the same extent in left heart disease. Taken together, there is no universal specific biomarker for SSc-PAH, however, there is a pattern of markers that is strongly associated with a risk of vascular complications in SSc patients. Further comprehensive, multicenter and prospective studies are warranted to develop reliable algorithms for detection and prognosis of SSc-PAH.

Introduction

Systemic sclerosis (SSc) is an autoimmune, multiorgan disease characterized by autoimmunity, fibrosis and vascular damage of the skin and other organs, including the lungs. Clinically, SSc is a heterogeneous disease which is classified in two major subtypes based on the extent of skin involvement: limited cutaneous (lcSSc) and diffuse cutaneous SSc (dcSSc) (Leroy et al., 1988). DcSSc patients are characterized by a generalized skin involvement with sometimes rapidly progressive and often fatal organ involvement, while lcSSc patients generally show a slower progression with isolated cutaneous involvement. A third phenotype called systemic sclerosis sine scleroderma (ssSSc) can also be differentiated, if the patients have any of the characteristics features of internal organ involvement without skin involvement. In addition, SSc may overlap with other rheumatic or autoimmune disorders such as rheumatoid arthritis (RA), dermatomyositis or systemic lupus erythematosus (SLE). To make a definitive classification, the criteria of the American College of Rheumatology/European League against Rheumatism (ACR/EULAR) should be applied (van den Hoogen et al., 2013; Jordan et al., 2015).

Pulmonary arterial hypertension (PAH) is a devastating disease which develops on the basis of proliferative vasculopathy of small and medium-sized pulmonary arteries, leading to an increase in mean pulmonary artery pressure (mPAP ≥25 mmHg) at rest. The diagnosis must be confirmed by right heart catheterization (RHC), which besides measuring pulmonary arterial pressure (PAP) allows the determination of pulmonary arterial wedge pressure (PAWP), pulmonary vascular resistance (PVR), and cardiac output (Galiè et al., 2015). Based on the values of the PAWP a pre- (PAWP ≤ 15 mmHg) and post-capillary (PAWP ≥15 mmHg) pulmonary hypertension can be distinguished (Galiè et al., 2015). The life-time prevalence of PAH in SSc patients ranges from 5 to 12% (Avouac et al., 2010; Hao et al., 2015; Kovacs et al., 2017; Morrisroe et al., 2017), while the prognosis of these patients is very poor with about 50% 3-year mortality after PAH diagnosis (Chaisson and Hassoun, 2013; Chung et al., 2014b). SSc-PAH patients have a worse outcome compared to idiopathic (IPAH) or PAH associated with other collagen vascular diseases, such as mixed connective tissue disease (MCTD) or SLE and PAH represents one of the leading causes of death in SSc (Chung et al., 2010, 2014b; Tyndall et al., 2010; Sobanski et al., 2016). Despite the extended involvement of internal organs in dcSSc, PAH occurs more commonly in patients with lcSSc (Denton and Khanna, 2017). In the setting of SSc, primary pulmonary vasculopathy is not the unique cause of pulmonary hypertension (PH). Significant lung disease, which might lead to PH due to hypoxaemia was identified in up to 30–75% of SSc patients complicated by elevated pulmonary arterial pressure (group 3 of the World Classification of PH) (Kowal-Bielecka et al., 2010), although a clear delineation from PAH (group 1) is sometimes difficult to establish. In addition, left ventricular systolic or diastolic dysfunction, which is frequently found in SSc patients, may cause postcapillary PH (group 2). Finally, pulmonary venoocclusive disease, a rare variant of PAH, may be also associated with SSc (Dorfmüller et al., 2007).

There are some differences in the pathogenesis of SSc-PAH as compared to IPAH. As an example, the expression of bone morphogenetic protein receptor 2 (BMPR2) is highly associated with heritable PAH and is often present in IPAH (Rubin, 2017), but this mutation has not been found in SSc-PAH patients, at least in two small genetic studies (Morse et al., 2002).

Recent studies provided novel insight into the key signaling pathways of PAH including the role of endothelial dysfunction, growth factors, inflammation, immune activation, metabolic changes, extracellular remodeling, and the development of heart failure (Figure 1). Considering the fact that PAH is a life-threatening complication of SSc, blood biomarkers of pulmonary vascular involvement, either alone, or in combination with other prognostic clinical parameters may be important tools contributing to earlier diagnosis and targeted treatment. In this review we summarize blood biomarkers associated with key changes reflecting the molecular pathology of pulmonary vascular abnormalities in SSc.

FIGURE 1
www.frontiersin.org

Figure 1. Molecular changes and associated biomarker candidates in the development of pulmonary vascular remodeling.

Inflammation and Immune Activation

There is an increasing body of evidence for an inflammatory component in the patomechanism of pulmonary hypertension. The presence and exubarence of inflammatory cells and their interactive interplay may provide a missing link between PAH, autoimmunity, and inflammation (Marsh et al., 2018). However, the detailed and comprehensive description of the interaction between the inflammatory cells and proinflammatory processes is still difficult.

The imbalance and dysregulation of immune function and tolerance may lead to autoimmunity and chronic inflammation involving different types of immune cells and chemokines. Autoimmunity and immune activation of both the innate and adaptive immune system may play a role in the early development of SSc. The subsequent activation of immune cells and fibroblasts may contribute to the pathogenesis of SSc and accelerated fibrogenesis and extracellular matrix deposition (Varga and Abraham, 2007). Immunological and inflammatory aspects of the disease may be therefore correlated with vascular and fibrotic manifestations and reflected by changes in the levels of corresponding circulating biomarkers (Gu et al., 2008; Denton, 2015), although most of these markers are not specific and often not based on robust studies.

SSc Specific Circulating Autoantibodies

As recently added to the ECR/EULAR criteria, the presence of highly SSc-specific circulating autoantibodies such as anti-topoisomerase 1 (ATA), anti-centromere (CENP, ACA), and anti-RNA polymerase III are used for the diagnosis of the disease (van den Hoogen et al., 2013). Specific autoantibodies indicating pulmonary vascular involvement, pulmonary disease progression or treatment response have not been included in this statement because they have not been confirmed in prospective studies. Over 85% of SSc patients present with circulating antibodies and there is emerging evidence that these antibodies are present in early stages of the disease highlighting their role as both pathogenetically important factors and early diagnostic biomarkers (Choi and Fritzler, 2016).

Over 90% of SSc patients present with antinuclear antibodies (ANAs), however, there is no association with the development of PAH (Sweiss et al., 2010). According to data from the Pulmonary Hypertension Assessment and Recognition of Outcomes in Scleroderma (PHAROS) Registry, the prevalence of anticentromere (ACA) and nucleolar antibodies (NUC), in SSc-PAH as compared to SSc without PAH, was elevated (35–37 and 24%, respectively) but not the prevalence of Scl-70 (7%) and U1RNP (5%) antibodies. No association was found between any of these biomarkers and survival (Chung et al., 2014a; Hinchliff et al., 2015). Accordingly, patients having ACA, CENP-A and/or CENP-B were more likely to have PAH but less likely to have ILD (Hudson et al., 2012).

There have been conflicting results regarding anti-polymerase III and PAH. A large longitudinal study showed that the presence of anti-polymerase III is a positive predictor for PAH (Nihtyanova et al., 2014). However, this could not be confirmed in another prospective patient cohort (Hoffmann-Vold et al., 2017). A study investigating 342 CTD-associated PAH patients found that Anti-U1 RNP positivity was associated with decreased mortality in CTD-associated PAH patients, even after correction for hemodynamic impairment (Sobanski et al., 2016). In contrast, SSc patients with anti-U3 RNP positivity were more frequently affected by PAH which was the most common cause of death in this patient group (Okano et al., 1992; Aggarwal et al., 2009). A study comparing lcSSc patients with anti-Th/To-positivity and CENP-positivity found that both groups presented with a high frequency of PAH, while the frequency of ILD was higher in the anti-Th/To group (Mitri et al., 2003). Among the larger PAH screening algorithms, only the DETECT (Evidence-Based Detection of Pulmonary Arterial Hypertension in Systemic Sclerosis) algorithm included an autoantibody (ACA) as criteria for identification of PAH in SSc (Hao et al., 2015). Autoantibody positivity and their association with survival in SSc-ILD and SSc-PAH patients are listed in Table 1.

TABLE 1
www.frontiersin.org

Table 1. Autoantibody positivity and association with survival in SSc-ILD and SSc-PAH patients.

Endothelin-1 Type a Receptor and Angiotensin Receptor Type-1 Antibodies

Autoantibodies against endothelin receptor type A (anti-ETAR Ab) and angiotensin receptor type-1 (anti-AT1R Ab) may affect inflammation and fibrotic processes by direct receptor activation thus causing vasoconstriction and proliferation (Kill et al., 2014; Cabral-Marques and Riemekasten, 2016). These autoantibodies are more frequent in patients with CTD-PAH compared to other forms of PH and might be diagnostic and prognostic biomarkers in SSc-PAH and/or CTD-PAH (Becker et al., 2014). In addition, it has been shown that anti-ETAR Ab may identify patients at risk for the development of subsequent digital ulceration. Furthermore, SSc patients with loss of capillaries showed a strong association between the presence of an antibody titer and digital ulcerations or PH (Avouac et al., 2015b).

Interferons

A member of the interferon family, the type I interferon (type I IFN) has a central role in the innate immune response to viral infections, while type I IFN therapy may represent a risk factor for PAH (Galiè et al., 2015). In a recent study, investigating the role of type I IFN in PAH, serum levels of type I, II, and III IFN were found to be increased in patients with SSc-PAH (George et al., 2014). In addition, the serum interferon γ inducible protein 10 (IP10/CXCL10) was positively correlated with hemodynamic parameters, 6 minute walking distance test (6MWT), brain natriuretic peptide (BNP) and cardiac index (CI) (George et al., 2014). In another study there was also an association between IP-10 and PAH in SSc patients (Eloranta et al., 2010).

Chemokines

Chemokines belong to a protein family with a major role in leukocyte activation and chemoattraction, but they may also play an important role in angiogenesis (Koch et al., 1992; Strieter et al., 1995). CXCL4 is a chemokine with potent antiangiogenic properties which is secreted by megakaryocytes and plasmocytoid dendritic cells. The serum level of CXCL4 was markedly elevated in SSc patients and associated with PAH and lung fibrosis development (van Bon et al., 2014). The proangiogenic receptor CXCR6 ligand CXCL16 was also elevated in patients with SSc-PAH, however, correlation analysis with hemodynamic parameters was not performed (Rabquer et al., 2011).

Inflammatory Cytokines and Growth Factors

In SSc-PAH patients, a large number of pro-inflammatory cytokines have been recorded to be increased. The tumor necrosis factor alpha (TNF-α), interleukin (IL)-1β, IL-6, IL-8, and IL-13 are elevated in the serum and plasma of lcSSc-PAH patients (Pendergrass et al., 2010; Christmann et al., 2011). IL-6 is increased in MCTD-PAH patients compared to those without PAH (Nishimaki et al., 1999). The IL-18-binding isoform a (IL-18BPa) is elevated in SSc patients compared to healthy controls and positively correlated with SPAP and mPAP (Nakamura et al., 2016a). The macrophage migration inhibitory factor (MIF)—a pleiotropic cytokine with proinflammatory properties—is also elevated in SSc-PAH patients (Stefanantoni et al., 2015). The level of IL-5, IL-8, and IL-12 show no difference between SSc patients with and without PH (McMahan et al., 2015). Bosentan, a drug used for PAH therapy, causes a significant decrease of the serum levels of IL-2, IL-6, IL-8, and IFN-γ (Bellisai et al., 2011).

The growth differentiation factor (GDF)-15—a member of the transforming growth factor (TGF)-β superfamily- is strongly elevated in remodeled pulmonary arteries of SSc-PAH patients (Nickel et al., 2011). Accordingly, serum levels are increased in SSc-PAH patients compared with SSc patients without PAH and positively correlate with SPAP (Meadows et al., 2011). Importantly, an increased level of GDF-15 is associated with increased mortality (Nickel et al., 2008).

The level of acute phase response protein pentraxin-3 (PTX3), which act as an antiangiogenic factor by binding to fibroblast growth factor-2 (FGF-2) and inhibiting FGF-2-dependent neovascularization and extracellular matrix (ECM) proliferation is increased, while the level of fibroblast growth factor-2 (FGF-2) is decreased in SSc-PAH (Rusnati et al., 2004). Moreover, both changes are independently associated with the presence of PAH (Shirai et al., 2015). Markers associated with inflammation and immune activation are indicated in Table 2.

TABLE 2
www.frontiersin.org

Table 2. Markers of inflammation and immune activation in SSc-PAH patients.

Extracellular Matrix Components

Matrix metalloproteinases (MMPs) together with their inhibitors (TIMPs) are responsible for the degradation of ECM proteins and lead to the release and activation of cytokines, growth factors but also ECM degradation products (Nagase et al., 2006).

Osteopontin (OPN) is an extracellular matrix protein involved in bone remodeling, but it is also involved in pro-inflammatory and pro-fibrotic properties via modulation of a variety of cell types, including endothelial and vascular smooth muscle cells (Anborgh et al., 2011). It is elevated in SSc patients with PH, however, the same is true in SSc patients with ILD (Lorenzen et al., 2010). Unfortunately, there are no data comparing OPN serum or plasma levels between SSc-PAH and SSc-ILD patients. OPN has also been associated with IPAH (Lorenzen et al., 2011) and is therefore not specific for SSc-PAH. Circulating pro-MMP-10 was increased, in SSc-PH patients in comparison with SSc patients without PH or controls, which is consistent with MMP-10 overexpression in the pulmonary arteries of SSc-PAH patients (Avouac et al., 2017). The matrix metalloproteinase tissue inhibitor-4 (TIMP-4) may contribute to extracellular matrix deposition in SSc and its level is correlated with elevated SPAP in SSc patients (Gialafos et al., 2008). However, such correlations have also been found in PAH patients without SSc (Tiede et al., 2016). MMP-12 was elevated in capillary vessels of SSc-ILD patients, while MMP-7 in blood of SSc-ILD patients. However, the blood level of them were not analyzed in SSc-PAH patients (Moinzadeh et al., 2011; Manetti et al., 2012).

MMPs seem to be increased in SSc-ILD patients, while TIMPs are more likely associated with vascular changes. However, there are no prospective studies comparing these molecules between SSc-ILD and SSc-PAH patients.

Endothelial Physiology and Angiogenesis

Microvascular endothelial cell injury plays a pivotal role in the pathogenesis of SSc (Altorok et al., 2014). The disease is characterized by an elevated number of activated monocytes/macrophages or T-lymphocytes in the circulation and tissues (Hasegawa et al., 2014). The infiltration of internal organs by these cells may provoke endothelial damage, fibroblast abnormalities, and alternatively activated macrophages, through the release of a variety of chemokines, cytokines, or growth factors (Abraham et al., 2009; Ueda-Hayakawa et al., 2013). Clinical and pathological findings of vascular destruction and endothelial cell activation strongly support the hypothesis of a unique vascular disease accompanied by the presence of inflammatory and redox potential changes (Abraham and Distler, 2007). Several soluble markers associated with endothelial damage, including a wide spectrum of adhesion molecules, anti-endothelial antibodies, or endothelial progenitor cells are increased in the circulation of SSc-PAH patients and thus may serve as potential biomarkers of a pulmonary vascular involvement.

Endothelin 1

Cell adhesion molecules located on the surface of endothelial cells are involved in cell adhesion and endothelial cell-smooth muscle cell interactions. Endothelin 1 (ET-1) is a potent vasoconstrictor peptide that is mainly secreted from endothelial cells (Hickey et al., 1985). This mechanism is triggered by protein kinase C (PKC) activation via enhancing the production of 1,2-diacylglycerol in vascular muscle cells (Barman, 2007). However, in pathological conditions ET-1 is secreted by many other cells, including fibroblasts, epithelial cells, smooth muscle cells, or inflammatory cells, such as macrophages and leukocytes (Böhm and Pernow, 2007). In fibroblasts, the expression of the peptide is induced by TGF-β causing also fibroblast migration, myofibroblast differentiation and proliferation of smooth muscle cells. Endothelin exerts its biological activity by interacting with two cell membrane-bound receptors called ET receptor A (ETAR) and B (ETBR). ET receptor antagonists are approved as targeted medications for PAH and one of them, bosentan, is also approved for the prevention of new digital ulcers in SSc patients (Hamaguchi et al., 2017).

An early study showed that ET-1 is elevated in the plasma of SSc patients (Yamane et al., 1991). Additionally, its level is increased in SSc patients with PAH (Coral-Alvarado et al., 2009; Kim et al., 2010) and correlates with echocardiographic parameters of right ventricular (RV) overload (Ciurzynski et al., 2014). According to a prospective observational study, the peptide level could reflect the presence and severity of PH and may indicate the response to bosentan therapy in patients with SSc-PH (Kawashiri et al., 2014). However, circulating ET-1 levels depend very much on ET-1 clearance by ETBR on endothelial cells and may not represent the ET-1 levels in the tissues of interest.

Circulating Endothelial Cells and Endothelial Progenitor Cells

Circulating endothelial cells (CECs) and endothelial progenitor cells (EPCs) may play a role in endothelial repair and neovascularization and serve as biomarkers of PAH (Foris et al., 2016). Moreover, there is an evidence of dysfunction of these cells in PAH (Toshner et al., 2009). Regarding CECs in SSc, they were significantly correlated with PAP and DLCO in lcSSc patients (Del Papa et al., 2004). Previous studies suggested that EPC-derived endothelial cells (ECs) may play a role in the progression of vascular complications in SSc (Avouac et al., 2008a,b). A reduced number of EPCs was associated with PAH in SSc (Nevskaya et al., 2008). EPC-derived ECs showed an upregulation of the matrix metalloproteinase-10 (MMP-10) gene in SSc-PAH.

Asymmetric Dimethylarginine

Asymmetric dimethylarginine (ADMA) is an endogenous inhibitor of eNOS, which may contribute to endothelial dysfunction. In a small cohort of SSc-PAH patients, ADMA levels were significantly associated with PAH after adjustment for specific disease characteristics, cardiovascular risk factors, and other related vascular complications (Thakkar et al., 2016). An ADMA level ≥0.7 ng/mL in combination with an NT-proBNP ≥210 ng/mL showed 100% sensitivity and 90% specificity for the identification of SSc-PAH (Thakkar et al., 2016). However, other studies did not find any significant correlations between ADMA and echocardiographic markers of PH, (Dag et al., 2014; Foris et al., 2016), although they found a negative correlation with the 6-minute walking test (6MWT) (Dimitroulas et al., 2008). Taken together, the role of ADMA as a biomarker is currently controversial.

Von Willebrand Factor, Vascular Endothelial Growth Factor, Endostatin

Von Willebrand Factor (vWF) is a circulating glycoprotein and a marker of endothelial cell activation or damage, secreted by endothelial cells and megakaryocytes. It plays an important role in the coagulation cascade as a carrier for coagulation factor VIII (Lip and Blann, 1997). Elevated levels of vWF were found in IPAH and in CTEPH patients (Bonderman et al., 2003) and also in lcSSc patients with PAH which was associated with an increased risk for a PAP elevation (Pendergrass et al., 2010; Barnes et al., 2012). In contrast, in another study, there was no difference between SSc and SSc-PAH patients in vWF levels (Iannone et al., 2008). In addition, the vWF antigen was elevated in MCTD-PAH patients, as compared to MCTD patients without PAH (Vegh et al., 2006). Thus, vWF may be a marker of increased PAH risk in lcSSc and MCTD patients. No data, however, are available for dcSSc patients.

The angiogenic factor vascular endothelial growth factor (VEGF) is increased in SSc patients with elevated SPAP as assessed by echocardiography. Additionally, there is a positive correlation between VEGF and SPAP (Papaioannou et al., 2009).

Endostatin is a potent angiostatic peptide, which is a cleavage product of the extracellular matrix protein, collagen 18. Indeed, it may be considered as an endogenous antagonist of VEGF. It is massively upregulated in the intima of remodeled pulmonary arteries from SSc-PAH patients, and circulating levels of endostatin are correlated with markers of right ventricular failure (Hoffmann et al., 2015). Endostatin levels were elevated in SSc patients as compared to control subjects and a multivariable analysis in SSc patients showed an association between elevated endostatin levels and PAH. Endostatin was also a strong predictor of mortality (Reiseter et al., 2015). There is a polymorphism of collagen 18a1 which alters circulating endostatin levels and is also strongly associated with mortality in SSc patients. Finally, endostatin serum levels are correlated with exercise capacity, World Health Organization (WHO) functional class, and pulmonary hemodynamics (Damico et al., 2015).

Other Endothelial Markers

Other factors associated with endothelial physiology, such as platelet endothelial cellular adhesion molecule-1 (PECAM-1) and endoglin were also investigated in SSc-PAH. Increased PECAM-1 was found in SSc patients with digital ulceration and PAH, however, correlations with clinical parameters were not significant (Riccieri et al., 2011). In SSc-PAH compared to healthy controls, the endoglin level was increased and correlated with circulating ET-1 levels (Coral-Alvarado et al., 2009). However, the diagnostic and predictive value of these markers has not been confirmed in prospective studies. The soluble forms of E-selectin (sE-selectin) and vascular cell adhesion molecule-1 (sVCAM-1) serum levels were not elevated in lcSSc patients (Stratton et al., 1998). In accordance, another study found also no difference between the sVCAM levels of SSc and SSc-PAH patients (Iannone et al., 2008). Endothelial cells not only secrete various mediators but they can also release exosomes, a cell-derived vesicles. Exosomes can contain various macromolecules including proteins, lipids, and nucleic acids such as microRNA. Therefore, either their content or exosomes per se can serve as biomarkers. They may play a role in extension of fibrotic SSc process in non-affected tissues (Wermuth et al., 2017). The blood level of exosomes in SSc patients with vascular involvements were decreased (Nakamura et al., 2016b). However, further studies are required to prove their role in the vascular pathological processes of SSc-PAH patients.

Metabolic Changes

There is strong experimental and epidemiological evidence supporting a “metabolic theory” of PAH development. Accordingly, several organs of PAH patients share mitochondria-based metabolic changes (Paulin and Michelakis, 2014; Michelakis et al., 2017).

Adipocytokines

In SSc-PAH, dysregulated adipose tissue and adipokine dysbalance have been found. The adipocytokines such as resistin, leptin, adiponectine, adipsin, or omentin are soluble and circulating factors. They are mainly produced by adipocytes and have pro-inflammatory and pro-angiogenic properties (Tilg and Moschen, 2006). Leptin has been considered as a mediator of immunological disorders in IPAH. Its level was elevated in IPAH and SSc-PAH patients compared to healthy controls and the function of leptin expressing T-lymphocytes was impaired in a leptin-dependent manner. However, leptin levels were not different between IPAH and SSc-PAH patients (Huertas et al., 2012). Omentin was also elevated in SSc patients with increased SPAP, however, it was not correlated with any fibrotic or inflammatory parameters (Miura et al., 2015). In SSc patients, SPAP was also associated with elevated resistin levels (Masui et al., 2014). Elevated circulating levels of adipsin were associated with SSc-PAH and adipsin gene single-nucleotide polymorphisms (Korman et al., 2017).

25(OH)-D Vitamin

In patients with SSc, low serum 25(OH)-D Vitamin levels were associated with increased SPAP as assessed by echocardiography (Atteritano et al., 2016) and there was a significant correlation between serum levels and diastolic dysfunction (Groseanu et al., 2016), but not with pulmonary arterial pressure (Groseanu et al., 2016). However, there are few diseases that have not been associated with decreased 25(OH)-D vitamin levels. Therefore, this is certainly not specific for SSc or for PAH.

Metabolomics

In recent years, metabolomics showed promising results in the field of pulmonary vascular research. In an exploratory approach, numerous metabolites were associated with pulmonary arterial pressure and the elevation of kynurenine appeared quite specific for PH (Lewis et al., 2016). Indeed, kynurenine is a strong endogenous pulmonary vasodilator increasing both cAMP and cGMP levels in the target cells (Nagy et al., 2017). This suggests that the kynurenine system represents a negative feedback mechanism for PH, similar to the natriuretic peptides. In addition, the kynurenine system has a strong impact on immunologic signaling (Jasiewicz et al., 2016). Moreover, a recent analysis based on orthogonal signal correction (OSC), combined with a method of two dimensional separation of NMR data, highlighting possible clusters, trends, or outliers, confirmed a change in the metabolic profile of SSc-PAH as compared to SSc without PAH (Deidda et al., 2017). Altogether this suggests that many metabolic factors are changed in PAH, however, it is not clear if they are cause or consequence of the disease and what is their role in the pathogenesis of SSc-PAH.

MicroRNAs

Epigenetic changes are heritable alterations of the human genome affecting the gene expression without involving changes of the underlying DNA sequences. As the pathogenesis of SSc is thought to be influenced by environmental factors affecting human genome, these stimuli have been considered to be responsible for epigenetic regulatory complex changes which can manifest in alterations in disease outcomes (Aslani et al., 2018). RNA interference via microRNAs is considered to be one of the potential mechanisms to initiate and maintain epigenetic changes. Alterations in the regulation of microRNAs may lead to pathway alterations playing a role in the development of PAH (Thenappan et al., 2018). Moreover, they might contribute in processes of right ventricular remodeling (Batkai et al., 2017). According to these concepts, microRNAs can be identified in the circulation, and circulating miRNA levels vary according to the severity of PH (Wei et al., 2013; Zhao et al., 2017). In patients with PH, the level of circulating miR-424(322) was elevated and was associated with more severe symptoms and hemodynamic changes, while miR-4632 has been identified as a possible serum PAH biomarker (Qian et al., 2017; Baptista et al., 2018). Regarding SSc miR-193b, it has been described as a possible contributor to proliferative vasculopathy (Iwamoto et al., 2016). In addition, microRNA let-7d from skin biopsies showed a negative association with the severity of PAP measured by echocardiography in patients with SSc (Izumiya et al., 2015). In summary, based on results in PAH and SSc patients, micro RNAs might represent attractive biomarkers as well as future therapeutic targets in PH and SSc. However, their role in the pathogenesis of SSc-PAH needs further investigation.

Markers of Cardiac Dysfunction

Microvascular alterations may play a pivotal role both in the impairment of myocardial function and the development of pulmonary vascular disease in SSc. These changes, directly or indirectly may cause right ventricular failure. Several studies investigated the potential role of different markers released by the heart, including the natriuretic peptide family, D-dimer as well as Troponin T and I as diagnostic and prognostic tools for PH in SSc patients. Studies investigating heart-related markers in SSc associated PH are listed in Table 3.

TABLE 3
www.frontiersin.org

Table 3. Overview of heart related markers in patients with SSc-PAH or at risk of PH, correlation with hemodynamic parameters, predictive value, cut-off values, and association with survival.

Natriuretic Peptides

Natriuretic peptides are well established, clinically useful markers of right ventricular dysfunction in PH. A-type natriuretic peptide (ANP) is secreted from granula in the atrial cardiomyocytes in response to an increased RV afterload. Any release of afterload causes an immediate decrease of the secretion (Wiedemann et al., 2001). The major disadvantage of ANP lies in its complicated handling methods. The N-terminal fragment of A-type natriuretic peptide (NT-proANP) is the inactive form of ANP, which is more stable and has a longer life-time in the circulation. In a prospective study, NT-proANP revealed a prognostic value for cardiac involvement, including PH in SSc (Költo et al., 2014).

Most of the studies focused on the investigation of BNP and its terminal fragment NT-proBNP. NT-proBNP is a 32-amino acid polypeptide attached to a 76-amino acid N-terminal fragment and it is secreted but not stored by ventricular cardiomyocytes (Janda and Swiston, 2010). BNP does not need cooled handling or transportation after blood drawn and the metabolic clearance of NT-proBNP is slow in comparison with ANP or BNP (Foris et al., 2013). As a consequence, the levels depend considerably on renal function.

Several studies found significant correlations between hemodynamic parameters, exercise capacity and natriuretic peptides in SSc-PAH (Mukerjee et al., 2003; Ciurzynski et al., 2008; Dimitroulas et al., 2010). In screening for PAH, both BNP and NT-proBNP were correlated with PAP, and BNP was an independent predictor of PAH in SSc patients (Cavagna et al., 2010). NT-proBNP combined with pulmonary function test and other markers had a high sensitivity and specificity in a screening model for PH (Thakkar et al., 2016). Importantly, NT-proBNP has been included in the 2015 risk stratification for IPAH as a prognostic marker (Galiè et al., 2015). A study in 101 SSc patients found that an increased NT-proBNP level together with a decreased DLCO/VA ratio was highly predictive for PAH development in the next 29-months (Allanore et al., 2008). Moreover, in a prospective study, the peptide level alone was strongly related to the severity of PAH and its increase during therapy was associated with high mortality (Williams et al., 2006). Another study found no relation between the changes of NT-proBNP and the clinical status (Rotondo et al., 2017). A retrospective study in 432 SSc patients with PH due to left heart disease from a French-Canadian cohort suggested mid-regional pro-atrial natriuritic peptide (MR-proANP) and mid-regional pro-adrenomedullin (MR-proADM) may be more reliable than NT-proBNP as a biomarker for early PH (Miller et al., 2014).

D-Dimer, Troponin T and I

There is some indication from epidemiological and experimental studies that microvascular thrombosis may be involved in the pathogenesis of PAH. However, a cross-sectional study in SSc-PAH patients found no correlation between plasma D-dimer and RVSP assessed by echocardiography (Kiatchoosakun et al., 2007).

Troponin T (TnT) and high-sensitive Troponin I (hs-cTnI) are well-known markers of acute ischemic heart disease and have been identified as independent markers of mortality in PAH (Foris et al., 2013). A small study in SSc patients found a significant association between hs-cTnI and elevated echocardiographic SPAP (Nordin et al., 2017). The high-sensitive TnT (HS-cTnT) was even elevated in SSc patients without relevant cardiovascular risk factors and an HS-cTnT level of >14 ng/L was independently associated with PAH. The combination of this marker with NT-proBNP was strongly associated with PAH (Avouac et al., 2015a). Therefore, the combination of TnT subtypes and NT-proBNP might serve as predictor for PH in SSc. Unfortunately, these markers are not specific for the right ventricle and may be increased to the same extent by left heart disease. They are also not specific for SSc or any other cause of PH.

Future Clinical and Research Needs

The diagnosis of SSc-PAH needs an invasive method, therefore the inauguration of a well-established non-invasive diagnostic method would be crucial. The number of studies evaluating biomarkers in blood samples as diagnostic tools for PAH detection in SSc is progressively increasing, however very few of them have demonstrated solid diagnostic performance. Recent advances in the understanding of pathophysiological processes are promising for further therapies; nevertheless, the most important point for now is the early diagnosis as a mean to early treatment. The combination of biomarkers which help to differentiate between pulmonary parenchymal and vascular complications in SSc at an early stage would be very important. However, these biomarkers have to be validated in prospective multicenter studies involving a large series of patients. In addition, there are no unified definitions to segregate PAH (group 1 of the World Classification of PH) from PH-ILD (group 3 of the World Classification of PH). Different studies apply different definitions that make it difficult to compare the data about potential biomarkers. Thus, selection criteria for patients must be defined well and prospectively. Finally, an extended research interest is needed implicating underlying mechanisms described in systemic sclerosis. One example may be the association between adipocytokines and malabsorbtion, as latter molecules can be associated with the disease pathogenesis. It is likely that in the future some of the discussed biomarkers will be employed, alone or in combination with other already established biomarkers or clinical parameters, to improve the accuracy of early diagnosis and guide therapy.

Conclusions

PAH is a severe complication of SSc and associated with high morbidity and mortality. There are several biomarkers of SSc-PAH, reflecting endothelial physiology, inflammation, immune activation, extracellular matrix, metabolic changes, or cardiac involvement. Biomarkers in form of antibodies, cytokines, chemokines, metabolites, and natriuretic peptides were associated with diagnosis, disease severity, and progression. However, very few have been tested in a prospective setting. Prospective studies in well-defined patient cohorts are warranted to develop reliable algorithms for detection and prognosis of SSc-PAH.

Author Contributions

All authors conceptualized and designed the review. BO, HO, and GK wrote the paper. VF, AG, VM, GKW and PH provided critical feedback and input. All authors agree to be accountable for the content of the work and approved the manuscript.

Conflict of Interest Statement

GK reports personal fees and non-financial support from Actelion, personal fees and non-financial support from Bayer, personal fees and non-financial support from GSK, personal fees and non-financial support from MSD, personal fees and non-financial support from Boehringer Ingelheim, personal fees and non-financial support from Novartis, personal fees and non-financial support from Chiesi, non-financial support from VitalAire, outside the submitted work. HO reports grants, personal fees and non-financial support from Actelion, grants, personal fees and non-financial support from Bayer, personal fees and non-financial support from GSK, personal fees from Novartis, personal fees from Astra Zeneca, grants, personal fees and non-financial support from Boehringer, personal fees and non-financial support from Chiesi, personal fees and non-financial support from Menarini, grants and personal fees from Roche, personal fees from Bellerophon, personal fees and non-financial support from TEVA, personal fees and non-financial support from MSD, personal fees and non-financial support from Ludwig Boltzmann Institute for Lung Vascular Research, outside the submitted work.

The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

References

Abraham, D., and Distler, O. (2007). How does endothelial cell injury start? The role of endothelin in systemic sclerosis. Arthritis Res. Ther. 9(Suppl. 2):S2. doi: 10.1186/ar2186

PubMed Abstract | CrossRef Full Text | Google Scholar

Abraham, D. J., Krieg, T., Distler, J., and Distler, O. (2009). Overview of pathogenesis of systemic sclerosis. Rheumatology 48(Suppl. 3), iii3–7. doi: 10.1093/rheumatology/ken481

PubMed Abstract | CrossRef Full Text | Google Scholar

Aggarwal, R., Lucas, M., Fertig, N., Oddis, C. V., and Medsger, T. A. Jr. (2009). Anti-U3 RNP autoantibodies in systemic sclerosis. Arthritis Rheum. 60, 1112–1128. doi: 10.1002/art.24409

PubMed Abstract | CrossRef Full Text | Google Scholar

Allanore, Y., Borderie, D., Avouac, J., Zerkak, D., Meune, C., Hachulla, E., et al. (2008). High N-terminal pro-brain natriuretic peptide levels and low diffusing capacity for carbon monoxide as independent predictors of the occurance of precapillary pulmonary arterial hypertension in patients with systemic sclerosis. Arthritis Rheum. 58, 284–291. doi: 10.1002/art.23187

PubMed Abstract | CrossRef Full Text | Google Scholar

Altorok, N., Wang, Y., and Kahaleh, B. (2014). Endothelial dysfunction in systemic sclerosis. Curr. Opin. Rheumatol. 26, 615–620. doi: 10.1097/BOR.0000000000000112

PubMed Abstract | CrossRef Full Text | Google Scholar

Anborgh, P. H., Mutrie, J. C., Tuck, A. B., and Chambers, A. F. (2011). Pre- and post-translational regulation of osteopontin in cancer. J. Cell. Commun. Signal. 5, 111–122. doi: 10.1007/s12079-011-0130-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Aslani, S., Sobhani, S., Gharibdoost, F., Jamshidi, A., and Mahmoudi, M. (2018). Epigenetics and pathogenesis of systemic sclerosis; the ins and outs. Hum. Immunol. 79, 178–187. doi: 10.1016/j.humimm.2018.01.003

PubMed Abstract | CrossRef Full Text | Google Scholar

Atteritano, M., Santoro, D., Corallo, G., Visalli, E., Buemi, M., Catalano, A., et al. (2016). Skin invovement and pulmonary hypertension are associated with vitamin D insufficiency in scleroderma. Int. J. Mol. Sci. 17:2103. doi: 10.3390/ijms17122103

PubMed Abstract | CrossRef Full Text | Google Scholar

Avouac, J., Airo, P., Meune, C., Beretta, L., Dieude, P., Caramaschi, P., et al. (2010). Prevalence of pulmonary hypertension in systemic sclerosis in European Caucasians and meta-analysis of 5 studies. J. Rheumatol. 37, 2290–2298. doi: 10.3899/jrheum.100245

CrossRef Full Text | Google Scholar

Avouac, J., Guignabert, C., Hoffmann-Vold, A. M., Ruiz, B., Dorfmuller, P., Pezet, S., et al. (2017). Stromelysin-2 (MMP-10), a novel mediator of vascular remodeling underlying pulmonary hypertension associated with systemic sclerosis. Arthritis Rheumatol. 69, 2209–2221. doi: 10.1002/art.40229

CrossRef Full Text | Google Scholar

Avouac, J., Juin, F., Wipff, J., Couraud, P. O., Chiocchia, G., Kahan, A., et al. (2008a). Circulating endothelial progenitor cells in systemic sclerosis: association with disease severity. Ann. Rheum. Dis. 67, 1455–1460. doi: 10.1136/ard.2007.082131

PubMed Abstract | CrossRef Full Text | Google Scholar

Avouac, J., Meune, C., Chenevier-Gobeaux, C., Borderie, D., Lefevre, G., Kahan, A., et al. (2015a). Cardiac biomarkers in systemic sclerosis: contribution of high-sensitive cardiac troponin in addition to N-terminal pro-brain natriuretic peptide. Arthritis Care Res. 67, 1022–1030. doi: 10.1002/acr.22547

CrossRef Full Text | Google Scholar

Avouac, J., Riemekasten, G., Meune, C., Ruiz, B., Kahan, A., and Allanore, Y. (2015b). Autoantibodies against Endothelin 1 Type A Receptor are strong predictors of digital ulcers in systemic sclerosis. J. Rheumatol. 42, 1801–1807. doi: 10.3899/jrheum.150061

PubMed Abstract | CrossRef Full Text | Google Scholar

Avouac, J., Wipff, J., Goldman, O., Ruiz, B., Couraud, P. O., Chiocchia, G., et al. (2008b). Angiogenesis in systemic sclerosis: impaired expression of vascular endothelial growth factor receptor 1 in endothelial progenitor-derived cells under hypoxic conditions. Arthritis Rheum. 58, 3550–3561. doi: 10.1002/art.23968

PubMed Abstract | CrossRef Full Text | Google Scholar

Baptista, R., Marques, C., Catarino, S., Enquita, F. J., Costa, M. C., Matafome, P., et al. (2018). MicroRNA-424(322) as a new marker of disease progression in pulmonary arterial hypertension and its role in right ventricular hypertrophy by targeting SMURF1. Cardivasc. Res. 114, 53–64. doi: 10.1093/cvr/cvx187

PubMed Abstract | CrossRef Full Text | Google Scholar

Barman, S. A. (2007). Vasoconstrictor effect of endothelin-1 on hypertensive pulmonary arterial smooth muscle involves Rho-kinase and protein kinase C. Am. J. Physiol. Lung Cell. Mol. Physiol. 293, L472–L479. doi: 10.1152/ajplung.00101.2006

PubMed Abstract | CrossRef Full Text | Google Scholar

Barnes, T., Giddon, A., Doré, C. J., Maddison, P., Moots, R. J., and the QUINs Trial Study Group (2012). Baseline vWF factor predicts the development of elevated pulmonary artery pressure in systemic sclerosis. Rheumatology 51, 1606–1609. doi: 10.1093/rheumatology/kes068

PubMed Abstract | CrossRef Full Text | Google Scholar

Batkai, S., Bär, C., and Thum, T. (2017). MicroRNAs in right ventricular remodelling. Cardiovasc. Res. 113, 1433–1440. doi: 10.1093/cvr/cvx153

PubMed Abstract | CrossRef Full Text | Google Scholar

Becker, M. O., Kill, A., Kutsche, M., Guenther, J., Rose, A., Tabeling, C., et al. (2014). Vascular receptor autoantibodies in pulmonary arterial hypertension associated with systemic sclerosis. Am. J. Respir. Crit. Care Med. 190, 808–817. doi: 10.1164/rccm.201403-0442OC

PubMed Abstract | CrossRef Full Text | Google Scholar

Bellisai, F., Morozzi, G., Scaccia, F., Chellini, F., Simpatico, A., Pecetti, G., et al. (2011). Evaluation of the effect of Bosentan treatment on proinflammatory cytokine serum levels in patients affected by Systemic Sclerosis. Int. J. Immunopathol. Pharmacol. 24, 261–264. doi: 10.1177/039463201102400134

PubMed Abstract | CrossRef Full Text | Google Scholar

Böhm, F., and Pernow, J. (2007). The importance of endothelin-1 for vascular dysfunction in cardiovascular disease. Cardiovasc. Res. 76, 8–18. doi: 10.1016/j.cardiores.2007.06.004

PubMed Abstract | CrossRef Full Text | Google Scholar

Bonderman, D., Turecek, P. L., Jakowitsch, J., Weltermann, A., Adlbrecht, C., Schneider, B., et al. (2003). High prevalence of elevated clotting factor VIII in chronic thromboembolic pulmonary hypertension. Thromb. Haemost. 90, 372–376. doi: 10.1160/TH03-02-0067

PubMed Abstract | CrossRef Full Text | Google Scholar

Cabral-Marques, O., and Riemekasten, G. (2016). Vascular hypothesis revisited: role of stimulating antibodies against angiotensin and endothelin receptors in the pathogenesis of systemic sclerosis. Autoimmun. Rev. 15, 690–694. doi: 10.1016/j.autrev.2016.03.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Cavagna, L., Caporali, R., Klersy, C., Ghio, S., Albertini, R., Scelsi, L., et al. (2010). Comparison of brain natriuretic peptide (BNP) and NT-proBNP in screening for pulmonary arterial hypertension in patients with systemic sclerosis. J. Rheumatol. 37, 2064–2070. doi: 10.3899/jrheum.090997

PubMed Abstract | CrossRef Full Text | Google Scholar

Chaisson, N. F., and Hassoun, P. M. (2013). Systemic sclerosis-associated pulmonary hypertension. Chest 144, 1346–1356. doi: 10.1378/chest.12-2396

PubMed Abstract | CrossRef Full Text | Google Scholar

Choi, M. Y., and Fritzler, M. J. (2016). Progress in understanding the diagnostic and pathogenic role of autoantibodies associated with systemic sclerosis. Curr. Opin. Rheumatol. 28, 586–594. doi: 10.1097/BOR.0000000000000325

PubMed Abstract | CrossRef Full Text | Google Scholar

Christmann, R. B., Hayes, E., Pendergrass, S., Padilla, C., Farina, G., Affandi, A. J., et al. (2011). Interferon and alternative activation of monocyte/macrophages in systemic sclerosis-associated pulmonary arterial hypertension. Arthritis Rheum. 63, 1718–1728. doi: 10.1002/art.30318

PubMed Abstract | CrossRef Full Text | Google Scholar

Chung, L., Domsic, R. T., Lingala, B., Alkassab, F., Bolster, M., Csuka, M. E., et al. (2014a). Survival and predictors of mortality in systemic sclerosis-associated pulmonary arterial hypertension: outcomes from the pulmonary hypertension assessment and recognition of outcomes in scleroderma registry. Arthritis Care Res. 66, 489–495. doi: 10.1002/acr.22121

PubMed Abstract | CrossRef Full Text | Google Scholar

Chung, L., Farber, H. W., Benza, R., Miller, D. P., Parsons, L., Hassoun, P. M., et al. (2014b). Unique predictors of mortality in patients with pulmonary arterial hypertension associated with systemic sclerosis in the REVEAL registry. Chest 146, 1494–1504. doi: 10.1378/chest.13-3014

PubMed Abstract | CrossRef Full Text | Google Scholar

Chung, L., Liu, J., Parsons, L., Hassoun, P. M., McGoon, M., Badesch, D. B., et al. (2010). Characterization of connective tissue disease-associated pulmonary arterial hypertension from REVEAL. Chest 138, 1383–1394. doi: 10.1378/chest.10-0260

PubMed Abstract | CrossRef Full Text | Google Scholar

Ciurzynski, M., Bienias, P., Irzyk, K., Kostrubiec, M., Bartoszewicz, Z., Siwicka, M., et al. (2014). Serum endothelin-1 and NT-proBNP, but not ADMA, endoglin and TIMP-1 levels, reflect impaired right ventricular function in patients with systemic sclerosis. Clin. Rheumatol. 33, 83–89. doi: 10.1007/s10067-013-2354-8

CrossRef Full Text | Google Scholar

Ciurzynski, M., Bienias, P., Lichodziejewska, B., Kurnicka, C., Szewczyk, A., Glinska-Wielochowska, M., et al. (2008). Non-invasive diagnostic and functional evaluation of cardiac involvement in patients with systemic sclerosis. Clin. Rheumatol. 27, 991–997. doi: 10.1007/s10067-008-0837-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Coral-Alvarado, P., Quintana, G., Garces, M. F., Cepeda, L. A., Caminos, J. E., Rondon, F., et al. (2009). Potential biomarkers for detecting pulmonary arterial hypertension in patients with systemic sclerosis. Rheumatol. Int. 29, 1017–1024. doi: 10.1007/s00296-008-0829-8

PubMed Abstract | CrossRef Full Text | Google Scholar

Dag, S., Budulgan, M., Dilek, B., Batmaz, I., Aritürk, Z., Nas, K., et al. (2014). Relation of asymmetric dymethylarginine and cardiac involvement in systemic sclerosis. Acta Rheumatol. Port. 39, 228–235.

PubMed Abstract | Google Scholar

Damico, R., Kolb, T. M., Valera, L., Wang, L., Housten, T., Tedford, R. J., et al. (2015). Serum endostatin is a genetically determined predictor of survival in pulmonary arterial hypertension. Am. J. Resp. Crit. Care Med. 191, 208–218. doi: 10.1164/rccm.201409-1742OC

PubMed Abstract | CrossRef Full Text | Google Scholar

Deidda, M., Piras, C., Cadeddu Dessalvi, C., Locci, E., Barberini, L., Orofino, S., et al. (2017). Distinctive metabolomic fingerprint in scleroderma patients with pulmonary arterial hypertension. Int. J. Cardiol. 241, 401–406. doi: 10.1016/j.ijcard.2017.04.024

PubMed Abstract | CrossRef Full Text | Google Scholar

Del Papa, N., Colombo, G., Fracchiolla, N., Moronetti, L. M., Ingegnoli, F., Maglione, W., et al. (2004). Circulating endothelial cells as a marker of ongoing vascular disease in systemic sclerosis. Arthritis Rheum. 50, 1296–1304. doi: 10.1002/art.20116

PubMed Abstract | CrossRef Full Text | Google Scholar

Denton, C. P. (2015). Advances in pathogenesis and treatment of systemic sclerosis. Clin. Med. 15, s58–s63. doi: 10.7861/clinmedicine.15-6-s58

PubMed Abstract | CrossRef Full Text | Google Scholar

Denton, C. P., and Khanna, D. (2017). Systemic Sclerosis. Lancet 390, 1685–1699. doi: 10.1016/S0140-6736(17)30933-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Dimitroulas, T., Giannakoulas, G., Karvounis, H., Gatzoulis, M. A., and Settas, L. (2010). Natriuretic peptides in systemic sclerosis-related pulmonary arterial hypertension. Semin. Arthritis Rheum. 39, 278–284. doi: 10.1016/j.semarthrit.2009.03.005

PubMed Abstract | CrossRef Full Text

Dimitroulas, T., Giannakoulas, G., Sfetsios, T., Karvounis, H., Dimitroula, H., Koliakos, G., et al. (2008). Asymmetrical dimethylarginine in systemic sclerosis-related pulmonary arterial hypertension. Rheumatology 47, 1682–1685. doi: 10.1093/rheumatology/ken346

PubMed Abstract | CrossRef Full Text | Google Scholar

Dorfmüller, P., Humbert, M., Perros, F., Sanchez, O., Simmonneau, G., Müller, K. M., et al. (2007). Fibrous remodeling of the pulmonary venous system in pulmonary arterial hypertension associated with connective tissue diseases. Hum. Pathol. 38, 893–902. doi: 10.1016/j.humpath.2006.11.022

PubMed Abstract | CrossRef Full Text | Google Scholar

Eloranta, M. L., Franck-Larsson, K., Lövgren, T., Kalamajski, S., Rönnblom, A., Rubin, K., et al. (2010). Type I interferon system activation and association with disease manifestations insystemic sclerosis. Ann. Rheum. Dis. 69, 1396–1402. doi: 10.1136/ard.2009.121400

PubMed Abstract | CrossRef Full Text | Google Scholar

Foris, V., Kovacs, G., Marsh, L. M., Bálint, Z., Tötsch, M., Avian, A., et al. (2016). CD133+ cells in pulmonary arterial hypertension. Eur. Respir. J. 48, 459–469. doi: 10.1183/13993003.01523-2015

PubMed Abstract | CrossRef Full Text | Google Scholar

Foris, V., Kovacs, G., Tscherner, M., Olschewski, A., and Olschewski, H. (2013). Biomarkers in pulmonary hypertension. Chest 144, 274–283. doi: 10.1378/chest.12-1246

PubMed Abstract | CrossRef Full Text | Google Scholar

Galiè, N., Humbert, M., Vachiery, J. L., Gibbs, S., Lang, I., Torbicki, A., et al. (2015). 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). Eur. Heart J. 37, 67–119. doi: 10.1093/eurheartj/ehv317

PubMed Abstract | CrossRef Full Text | Google Scholar

George, P. M., Oliver, E., Dorfmuller, P., Dubois, O. D., Reed, D. M., Kirkby, N. S., et al. (2014). Evidence for the involvement of type I interferon in pulmonary arterial hypertension. Circ. Res. 114, 677–688. doi: 10.1161/CIRCRESAHA.114.302221

PubMed Abstract | CrossRef Full Text | Google Scholar

Gialafos, E. J., Moyssakis, I., Psaltopoulou, T., Papadopoulos, D. P., Perea, D., Vlasis, K., et al. (2008). Circulating tissue inhibitor of matrix metalloproteinase-4 (TIMP) in systemic sclerosis patients with elevated pulmonary arterial pressure. Mediators Inflamm. 2008:164134. doi: 10.1155/2008/164134

CrossRef Full Text | Google Scholar

Groseanu, L., Bojinca, V., Gudu, T., Saulescu, I., Predeteanu, D., Balanescu, A., et al. (2016). Low vitamin D status in systemic sclerosis and impact on disease phenotype. Eur. J. Rheumathol. 3, 50–55. doi: 10.5152/eurjrheum.2015.0065

PubMed Abstract | CrossRef Full Text | Google Scholar

Gu, Y. S., Kong, J., Cheema, G. S., Keen, C. L., Wick, G., and Gershwin, M. E. (2008). The immunobiology of systemic sclerosis. Semin. Arthritis Rheum. 38, 132–160. doi: 10.1016/j.semarthrit.2007.10.010

PubMed Abstract | CrossRef Full Text

Hamaguchi, Y., Sumida, T., Kawaguchi, Y., Ihn, H., Tanaka, S., Asano, Y., et al. (2017). Safety and tolrealibity of bosentan for digital ulcers in Japanese patients with systemic sclerosis: prospective, multicenter, open-label study. J. Dermatol. 44, 13–17. doi: 10.1111/1346-8138.13497

PubMed Abstract | CrossRef Full Text | Google Scholar

Hao, Y., Thakkar, V., Stevens, W., Morrisroe, K., Prior, D., Rabusa, C., et al. (2015). A comparison of the predictive accuracy of three screening models for pulmonary arterial hypertension in systemic sclerosis. Arthritis Res. Ther. 17, 7–18. doi: 10.1186/s13075-015-0517-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Hasegawa, M., Asano, Y., Endo, H., Fujimoto, M., Goto, D., Ihn, H., et al. (2014). Serum adhesion molecule levels as prognostic markers in patients with early systemic sclerosis: a multicentre, prospective, observational study. PLoS ONE 9:e88150. doi: 10.1371/journal.pone.0088150

PubMed Abstract | CrossRef Full Text | Google Scholar

Hickey, K. A., Rubanyi, G., Paul, R. J., and Highsmith, R. F. (1985). Characterization of a coronary vasoconstrictor produced by cultured endothelial cells. Am. J. Physiol. 248, C550–C556. doi: 10.1152/ajpcell.1985.248.5.C550

PubMed Abstract | CrossRef Full Text | Google Scholar

Hinchliff, M., Khanna, S., Hsu, V. M., Lee, J., Almagor, O., Chang, R. W., et al. (2015). Survival in systemic sclerosis-pulmonary arterial hypertension by serum autoantibody status in the Pulmonary Hypertension Assessment and Recognition of Outcomes in Scleroderma (PHAROS) Registry. Semin. Arthritis Rheum. 45, 309–314. doi: 10.1016/j.semarthrit.2015.06.011

CrossRef Full Text

Hoffmann, J., Marsch, L. M., Pieper, M., Stacher, E., Ghanim, B., Kovacs, G., et al. (2015). Compartment-specific expression of collagens and their processing enzymes in intrapulmonary arteries of IPAH patients. Am. J. Physiol. Lung Cell. Mol. Physiol. 308, L1002–L1013. doi: 10.1152/ajplung.00383.2014

PubMed Abstract | CrossRef Full Text | Google Scholar

Hoffmann-Vold, A. M., Midtvedt, O., Tennoe, A. H., Garen, T., Lund, M. B., Alolokken, T. M., et al. (2017). Cardiopulmonary disease development in anti-RNA polymerase III-positive systemic sclerosis: comparative analysis from an unselected, prospective patient cohort. J. Rheumatol. 44, 459–465. doi: 10.3899/jrheum.160867

CrossRef Full Text

Hudson, M., Mahler, M., Pope, J., You, D., Tatibouet, S., Steele, R., et al. (2012). Clinical correlates of CENP-A and CENP-B antibodies in a large cohort of patients with systemic sclerosis. J. Rheumatol. 39, 787–794. doi: 10.3899/rheum.111133

PubMed Abstract | CrossRef Full Text | Google Scholar

Huertas, A., Tu, L., Gambaryan, N., Girerd, B., Perros, F., Montani, D., et al. (2012). Leptin and regulatory T-lymphocytes in idiopathic pulmonary arterial hypertension. Eur. Respir. J. 40, 895–904. doi: 10.1183/09031936.00159911

PubMed Abstract | CrossRef Full Text

Iannone, F., Riccardi, M. T., Guiducci, S., Bizzoca, R., Cinelli, M., Matucci-Cerinic, M., et al. (2008). Bosentan regulates the expression of adhesion molecules on circulating T cells and serum soluble adhesion molecules in systemic sclerosis-associated pulmonary arterial hypertension. Ann. Rheum. Dis. 67, 1121–1126. doi: 10.1136/ard.2007.080424

PubMed Abstract | CrossRef Full Text | Google Scholar

Iwamoto, N., Vettori, S., Maurer, B., Brock, M., Pachera, E., Jüngel, A., et al. (2016). Downregulation of miR-193b in systemic sclerosis regulates the proliferative vasculopathy by urokinase-type plasminogen activator expression. Ann. Rheum. Dis. 75, 303–310. doi: 10.1136/annrheumdis-2014-205326

PubMed Abstract | CrossRef Full Text | Google Scholar

Izumiya, Y., Jinnn, M., Kimura, Y., Wang, Z., Onoue, Y., Hanatani, S., et al. (2015). Expression of let-7 family microRNAs in skin correlates negatively with severity of pulmonary hypertension in patients with systemic scleroderma. Int. J. Cardiol. Heart Vasc. 8, 98–102. doi: 10.1016/j.ijcha.2015.06.006

PubMed Abstract | CrossRef Full Text | Google Scholar

Janda, S., and Swiston, J. (2010). Diagnostic accuracy of plural fluid NT-pro-BNP for pleural effusions of cardiac origin: a systematic review and meta-analysis. BMC Pulm. Med. 10:58. doi: 10.1186/1471-2466-10-58

PubMed Abstract | CrossRef Full Text | Google Scholar

Jasiewicz, M., Moniuszko, M., Pawlak, D., Knapp, M., Rusak, M., Kazimierczyk, R., et al. (2016). Activity of the kynurenine pathway and its interplay with immunity in patients with pulmonary arterial hypertension. Heart 102, 230–237. doi: 10.1136/heartjnl-2015-308581

PubMed Abstract | CrossRef Full Text | Google Scholar

Jordan, S., Maurer, B., Toniolo, M., Michel, B., and Distler, O. (2015). Performance of the new ACR/EULAR classification criteria for systemic sclerosis in clinical practice. Rheumatology 54, 1454–1458. doi: 10.1093/rheumatology/keu530

PubMed Abstract | CrossRef Full Text | Google Scholar

Kawashiri, S. Y., Ueki, Y., Terada, K., Yamasaki, S., Aoyagi, K., and Kawakami, A. (2014). Improvement of plasma endothelin-1 and nitric oxide in patients with systemic sclerosis by bosentan therapy. Rheumatol. Int. 34, 221–225. doi: 10.1007/s00296-013-2861-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Kiatchoosakun, S., Unqkasekvinai, W., Wonvipaporn, C., Tatsanavivat, P., Foocharoen, C., Suwannaroj, S., et al. (2007). D-dimer and pulmonary arterial hypertension in systemic sclerosis. J. Med. Assoc. Thai. 90, 2024–2029.

PubMed Abstract | Google Scholar

Kill, A., Tabeling, C., Undeutsch, R., Kühl, A. A., Günther, J., Radic, M., et al. (2014). Autoantibodies to angiotensin and endothelin receptors in systemic sclerosis induce cellular and systemic events associated with disease pathogenesis. Arthritis Res. Ther. 16:R29. doi: 10.1186/ar4457

PubMed Abstract | CrossRef Full Text | Google Scholar

Kim, H. S., Park, M. K., Kim, H. Y., and Park, S. H. (2010). Capillary dimension measured by computer-based digitalized image correlated with plasma endothelin-1 levels in patients with systemic sclerosis. Clin. Rheumatol. 29, 247–254. doi: 10.1007/s10067-009-1288-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Koch, A. E., Polverini, P. J., Kunkel, S. L., Harlow, L. A., DiPietro, L. A., Elner, V. M., et al. (1992). Interleukin-8 as a macrophage-derived mediator of angiogenesis. Science 258, 1798–1801. doi: 10.1126/science.1281554

PubMed Abstract | CrossRef Full Text | Google Scholar

Költo, G., Vuolteenaho, O., Szokodi, I., Faludi, R., Tornyos, A., Ruskoaho, H., et al. (2014). Prognostic value of N-terminal natriuretic peptides in systemic sclerosis: a single center study. Clin. Exp. Rheumatol. 32(6 Suppl. 86), S75–S81.

Google Scholar

Korman, B. D., Marangoni, R. G., Hinchcliff, M., Shah, S. J., Carns, M., Hoffmann, A., et al. (2017). Brief report: association of elevated adipsin levels with pulmonary arterial hypertension in systemic sclerosis. Arthritis Rheumatol. 69, 2062–2068. doi: 10.1002/art.40193

PubMed Abstract | CrossRef Full Text | Google Scholar

Kovacs, G., Avian, A. N., Wutte Hafner, F., Moazedi-Fürst, F., Kielhauser, S., et al. (2017). Changes in pulmonary hemodynamics in scleroderma: a 4-year prospective study. Eur. Respir. J. 50:1601708. doi: 10.1183/13993003.01708-2016

CrossRef Full Text | Google Scholar

Kowal-Bielecka, O., Avouac, J., Pittrow, D., Huscher, D., Behrens, F., Denton, C. P., et al. (2010). Echocardiography as an outcome measure in scleroderma-related pulmonary arterial hypertension: a systematic literature analysis by the EPOSS group. J. Rheumatol. 37, 105–115. doi: 10.3899/jrheum.090661

PubMed Abstract | CrossRef Full Text | Google Scholar

Leroy, E. C., Black, C., Fleischmajer, R., Jablonska, S., Krieg, T., Medsger, T. A. Jr, et al. (1988). Scleroderma (systemic sclerosis): classification, subsets and pathogenesis. J. Rheumatol. 15, 202–205.

PubMed Abstract | Google Scholar

Lewis, G. D., Ngo, D., Hemnes, A. R., Farrell, L., Domos, C., Pappagianopoulos, P. P., et al. (2016). Metabolic profiling of right ventricular-pulmonary vascular function reveals circulating biomarkers of pulmonary hypertension. J. Am. Coll. Cardiol. 67, 174–189. doi: 10.1016/j.jacc.2015.10.072

PubMed Abstract | CrossRef Full Text | Google Scholar

Lip, G. Y., and Blann, A. (1997). Von Willebrand factor: a marker of endothelial dysfunction in vascular disorders? Cardiovasc. Res. 34, 255–265. doi: 10.1016/S0008-6363(97)00039-4

PubMed Abstract | CrossRef Full Text | Google Scholar

Lorenzen, J. M., Krämer, R., Meier, M., Werfel, T., Whichmann, K., Hoeper, M. M., et al. (2010). Osteopontin in the development of systemic sclerosis – relation to disease activity and organ manifestation. Rheumatology 49, 1989–1991. doi: 10.1093/rheumatology/keq223

PubMed Abstract | CrossRef Full Text | Google Scholar

Lorenzen, J. M., Nickel, N., Kramer, R., Golpon, H., Westerkamp, V., Olsson, K. M., et al. (2011). Osteopontin in patients with idiopathic pulmonary hypertension. Chest 139, 1010–1017. doi: 10.1378/chest.10-1146

PubMed Abstract | CrossRef Full Text | Google Scholar

Manetti, M., Guiducci, S., Romano, E., Bellando-Randone, S., Conforti, M. L., Ibba-Manneschi, L., et al. (2012). Increased serum levels and tissue expression of matrix metalloproteinase-12 in patients with systemic sclerosis: correlation with severity of skin and pulmonary fibrosis and vascular damage. Ann. Rheum. Dis. 71, 1064–1072. doi: 10.1136/annrheumdis-2011-200837

PubMed Abstract | CrossRef Full Text | Google Scholar

Marsh, L. M., Jandl, K., Grünig, G., Foris, V., Bashir, M., Ghanim, B., et al. (2018). The inflammatory cell landscape in the lungs of patients with idiopathic pulmonary arterial hypertension. Eur. Respir. J. 51:1701214. doi: 10.1183/13993003.01214-2017

PubMed Abstract | CrossRef Full Text | Google Scholar

Masui, Y., Asano, Y., Akamata, K., Aozasa, N., Noda, S., Taniguchi, T., et al. (2014). Serum resistin levels: a possible correlation with pulmonary vascular involvement in patients with systemic sclerosis. Rheumatol. Int. 34, 1165–1170. doi: 10.1007/s00296-013-2880-3

PubMed Abstract | CrossRef Full Text | Google Scholar

McMahan, Z., Schoenhoff, F., Van Eyk, J. E., Wigley, F. M., and Hummers, L. K. (2015). Biomarkers of pulmonary hypertension in patients with scleroderma: a case-control study. Arthritis Res. Ther. 17:201. doi: 10.1186/s13075-015-0712-4

PubMed Abstract | CrossRef Full Text | Google Scholar

Meadows, C. A., Risbano, M. G., Zhang, L., Geraci, M. W., Tuder, R. M., Collier, D. H., et al. (2011). Increased expression of growth differentiation factor-15 in systemic sclerosis-associated pulmonary arterial hypertension. Chest 139, 994–1002. doi: 10.1378/chest.10-0302

PubMed Abstract | CrossRef Full Text | Google Scholar

Michelakis, E. D., Gurtu, V., Webster, L., Barnes, G., Watson, G., Howard, L., et al. (2017). Inhibition of pyruvate dehydrogenase improves pulmonary arterial hypertension in genetically susceptible patients. Sci. Transl. Med. 9:eaao4583. doi: 10.1126/scitranslmed.aao4583

PubMed Abstract | CrossRef Full Text | Google Scholar

Miller, L., Chartrand, S., Koenig, M., Goulet, J. R., Rich, É., Chin, A. S., et al. (2014). Left heart disease: a frequent cause of early pulmonary hypertension in systemic sclerosis, unrelated to elevated NT-proBNP levels or overt cardiac fibrosis but associated with increased levels of MR-proANP and MR-proADM: retrospective analysis of a French Canadian cohort. Scand. J. Rheumatol. 43, 314–323. doi: 10.3109/03009742.2013.854407

PubMed Abstract | CrossRef Full Text | Google Scholar

Mitri, G. M., Lucas, M., Fertig, N., Steen, V. D., and Medsger, T. A. Jr. (2003). A comparison between anti-Th/To- and anticentromere antibody-positive systemic sclerosis patients with limited cutaneous involvement. Arthritis Rheum. 48, 203–209. doi: 10.1002/art.10760

PubMed Abstract | CrossRef Full Text | Google Scholar

Miura, S., Asano, Y., Saigusa, R., Yamashita, T., Taniguchi, T., Takahashi, T., et al. (2015). Serum omentin levels: a possible contribution to vascular involvement in patients with systemic sclerosis. J. Dermatol. 42, 461–466. doi: 10.1111/1346-8138.12824

PubMed Abstract | CrossRef Full Text | Google Scholar

Moinzadeh, P., Krieg, T., Hellmich, M., Brinckmann, J., Neumann, E., Müller-Ladner, U., et al. (2011). Elevated MMP-7 levels in patients with systemic sclerosis: correlation with pulmonary involvement. Exp. Dermatol. 20, 770–773. doi: 10.1111/j.1600-0625.2011.01321.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Morrisroe, K., Stevens, W., Sahhar, J., Rabusa, C., Nikpour, M., Proudman, S., et al. (2017). Epidemiology and disease characteristics of systemic sclerosis-related pulmonary arterial hypertension: results from a real-life screening programme. Arthritis Res. Ther. 19:42. doi: 10.1186/s13075-017-1250-z

PubMed Abstract | CrossRef Full Text | Google Scholar

Morse, J., Barst, R., Horn, E., Cuervo, N., Deng, Z., and Knowles, J. (2002). Pulmonary hypertension in scleroderma spectrum of disease: lack of bone morphogenetic protein receptor 2 mutations. J. Rheumatol. 29, 2379–2381.

PubMed Abstract | Google Scholar

Mukerjee, D., Yap, L. B., Holmes, A. M., Nair, D., Ayrton, P., Black, C. M., et al. (2003). Significance of plasma N-terminal pro-brain natriuretic peptide in patients with systemic sclerosis-related pulmonary arterial hypertension. Respir. Med. 97, 1230–1236. doi: 10.1016/S0954-6111(03)00254-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Nagase, H., Visse, R., and Murphy, G. (2006). Structure and function of matrix metalloproteases and TIMPs. Cardiovasc. Res. 69, 562–573. doi: 10.1016/j.cardiores.2005.12.002

CrossRef Full Text | Google Scholar

Nagy, B. M., Nagaraj, C., Meinitzer, A., Sharma, N., Papp, R., Foris, V., et al. (2017). Importance of kynurenine in pulmonary hypertension. Am. J. Physiol. Lung Cell. Mol. Physiol. 313, L741–L751. doi: 10.1152/ajplung.00517.2016

PubMed Abstract | CrossRef Full Text | Google Scholar

Nakamura, K., Asano, Y., Taniquchi, T., Minatsuki, S., Inaba, T., Maki, H., et al. (2016a). Serum levels of interleukin-18-binding protein isoform a: clinical association with inflammation and pulmonary hypertension in systemic sclerosis. J. Dermatol. 43, 912–918. doi: 10.1111/1346-8138.13252

PubMed Abstract | CrossRef Full Text | Google Scholar

Nakamura, K., Jinnin, M., Harada, M., Kudo, H., Nakayama, W., Inoue, K., et al. (2016b). Altered expressionof CD63 and exosomes in scleroderma dermal fibroblasts. J. Dermal. Sci. 84, 30–39. doi: 10.1016/j.jdermsci.2016.06.013

PubMed Abstract | CrossRef Full Text | Google Scholar

Nevskaya, T., Bykovskaia, S., Lyssuk, E., Shakhov, I., Zaprjagaeva, M., Mach, E., et al. (2008). Circulating endothelial progenitor cells in systemic sclerosis: relation to impaired angiogenesis and cardiovascular manifestations. Clin. Exp. Rheumatol. 26, 421–429.

PubMed Abstract | Google Scholar

Nickel, N., Joniqk, D., Kempf, T., Bockmeyer, C. L., Maegel, L., Rische, J., et al. (2011). GDF-15 is abundantly expressed in plexiform lesions in patients with pulmonary arterial hypertension and affects proliferation and apoptosis of pulmonary endothelial cells. Respir. Res. 12:62. doi: 10.1186/1465-9921-12-62

PubMed Abstract | CrossRef Full Text | Google Scholar

Nickel, N., Kempf, T., Tapken, H., Tongers, J., Laenger, F., Lehmann, U., et al. (2008). Growth differentiation factor-15 in idiopathic pulmonary arterial hypertension. Am. J. Respir. Crit. Care Med. 178, 534–541. doi: 10.1164/rccm.200802-235OC

PubMed Abstract | CrossRef Full Text | Google Scholar

Nihtyanova, S. I., Schreiber, B. E., Ong, V. H., Rosenberg, D., Moinzadeh, P., Coghlan, J. G., et al. (2014). Prediction of pulmonary complications and long-term survival in systemic sclerosis. Arth. Rheumatol. 66, 1625–1635. doi: 10.1002/art.38390

PubMed Abstract | CrossRef Full Text | Google Scholar

Nishimaki, T., Aotsuka, S., Kondo, H., Yamamoto, K., Takasaki, Y., Sumiya, M., et al. (1999). Immunological analysis of pulmonary hypertension in connective tissue diseases. J. Rheumatol. 26, 2357–2362.

PubMed Abstract | Google Scholar

Nordin, A., Svenungsson, E., Bjornadal, L., Elvin, K., Larsson, A., and Jensen-Urstad, K. (2017). Troponin, I., and echocardiography in patient with systemic sclerosis and matched population controls. Scand. J. Rheumatol. 46, 226–235. doi: 10.1080/03009742.2016.1192217

CrossRef Full Text | Google Scholar

Okano, Y., Steen, V. D., and Medsger, T. A. Jr. (1992). Autoantibody to U3 nucleolar ribonucleoprotein (fibrillarin) in patients with systemic sclerosis. Arthritis Rheum. 35, 95–100. doi: 10.1002/art.1780350114

PubMed Abstract | CrossRef Full Text | Google Scholar

Papaioannou, A. I., Zakynthinos, E., Kostikas, K., Kiropoulos, T., Koutsokera, A., Ziogas, A., et al. (2009). Serum VEGF levels are related to the presence of pulmonary arterial hypertension in systemic sclerosis. BMC Pulm. Med. 9:18. doi: 10.1186/1471-2466-9-18

PubMed Abstract | CrossRef Full Text | Google Scholar

Paulin, R., and Michelakis, E. D. (2014). The metabolic theory of pulmonary arterial hypertension. Circ. Res. 115, 148–164. doi: 10.1161/CIRCRESAHA.115.301130

PubMed Abstract | CrossRef Full Text | Google Scholar

Pendergrass, S. A., Hayes, E., Farina, G., Lemaire, R., Farber, H. W., Whitfield, M. L., et al. (2010). Limited systemic sclerosis patients with pulmonary arterial hypertension show biomarkers of inflammation and vascular injury. PLoS ONE 5:e12106. doi: 10.1371/journal.pone.0012106

PubMed Abstract | CrossRef Full Text | Google Scholar

Qian, Z., Li, Y., Chen, J., Li, X., and Gou, D. (2017). miR-4632 mediates PDFG-BB-induced proliferation and apoptosis of human pulmonary artery smooth muscle cells via targeting cJUN. Am. J. Physiol. Cell Physiol. 313, C380–C391. doi: 10.1152/ajpcell.00061.2017

CrossRef Full Text | Google Scholar

Rabquer, B. J., Tsou, P. S., Hou, Y., Thirunavukkarasu, E., Haines, G. K. III., Impens, A. J., et al. (2011). Dysregulated expression of MIG/CXCL9, IP-10/CXCL10 and CXCL16 and their receptors in systemic sclerosis. Arthritis Res. Ther. 13:R18. doi: 10.1186/ar3242

PubMed Abstract | CrossRef Full Text | Google Scholar

Reiseter, S., Molberg, O., Gunnarsson, R., Lund, M. B., Aalokken, T. M., Aukrust, P., et al. (2015). Associations between circulating endostatin levels and vascular organ damage in systemic sclerosis and mixed connective tissue disease: an observational study. Arthritis Res. Ther. 17:231. doi: 10.1186/s13075-015-0756-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Riccieri, V., Stefanantoni, K., Vasile, M., Macrì, V., Sciarra, I., Iannace, N., et al. (2011). Abnormal plasma levels of different angiogenic molecules are associated with different clinical manifestations in patients withsystemic sclerosis. Clin. Exp. Rheumatol. 29, S46–S52.

PubMed Abstract | Google Scholar

Rotondo, C., Praino, E., Nivuori, M., di Serio, F., Lapadula, G., and Iannone, F. (2017). No changes in N-terminal pro-brain natriuretic peptide in a longitudinal cohort of patients with systemic sclerosis-associated pulmonary arterial hypertension on therapy with bosentan. Int. J. Rheum. Dis. 20, 90–96. doi: 10.1111/1756-185X.12721

PubMed Abstract | CrossRef Full Text | Google Scholar

Rubin, L. J. (2017). Targeting bone morphogenic protein receptor 2 (BMPR2) signalling to treat pulmonary arterial hypertension. Eur. Respir. J. 50:1701370. doi: 10.1183/13993003.01370-2017

PubMed Abstract | CrossRef Full Text | Google Scholar

Rusnati, M., Camozzi, M., Moroni, E., Bottazzi, B., Peri, G., Indracollo, S., et al. (2004). Selective recognition of fibroblast growth factor-2 by the long pentraxin PTX3 inhibits angiogenesis. Blood 104, 92–99. doi: 10.1182/blood-2003-10-3433

PubMed Abstract | CrossRef Full Text

Shirai, Y., Okazaki, Y., Inoue, Y., Tamura, Y., Yasuoka, H., Takeuchi, T., et al. (2015). Elevated levels of Pentraxin 3 in systemic sclerosis: associations with vascular manifestations and defective vasculogenesis. Arthritis Rheum. 67, 498–507. doi: 10.1002/art.38953

PubMed Abstract | CrossRef Full Text | Google Scholar

Sobanski, V., Giovanelli, J., Lynch, B. M., Schreiber, B. E., Nihtyanova, S. I., Harvey, J., et al. (2016). Characteristics and survival of anti-U1 RNP antibody patients with connective disease-associated pulmonary arterial hypertension. Arthritis Rheumatol. 68, 484–493. doi: 10.1002/art.39432

PubMed Abstract | CrossRef Full Text | Google Scholar

Stefanantoni, K., Sciarra, I., Vasile, M., Badagliacca, R., Poscia, R., Pendolino, M., et al. (2015). Elevated serum levels of macrophage migration inhibitory factor and stem cell growth factor β in patients with idiopathic and systemic sclerosis associated pulmonary arterial hypertension. Reumatismo 66, 270–276. doi: 10.4081/reumatismo.2014.774

PubMed Abstract | CrossRef Full Text | Google Scholar

Stratton, R. J., Coghlan, J. G., Pearson, J. D., Burns, A., Sweny, P., Abraham, D. J., et al. (1998). Different patterns of endothelial cell activation in renal and pulmonary vascular disease in scleroderma. QJM 91, 561–566. doi: 10.1093/qjmed/91.8.561

PubMed Abstract | CrossRef Full Text | Google Scholar

Strieter, R. M., Polverini, P. J., Kunkel, S. L., Arenberg, D. A., Burdick, M. D., Kasper, J., et al. (1995). The functional role of the ELR motif in CXC chemokine-mediated angiogenesis. J. Biol. Chem. 270, 27348–27357. doi: 10.1074/jbc.270.45.27348

PubMed Abstract | CrossRef Full Text | Google Scholar

Sweiss, N. J., Hushaw, L., Thenappan, T., Sawaqed, R., Machado, R. F., Patel, A. R., et al. (2010). Diagnosis and management of pulmonary hypertension in systemic sclerosis. Curr. Rheumatol. Rep. 12, 8–18. doi: 10.1007/s11926-009-0078-1

PubMed Abstract | CrossRef Full Text | Google Scholar

Thakkar, V., Stevens, W., Prior, D., Rabusa, C., Sahhar, J., Walker, J. G., et al. (2016). The role of asymmetric dymethylarginine alone and in combination with N-terminal pro-B-type natriuretic peptide as a screening biomarker for systemic sclerosis-related pulmonary arterial hypertension: a case control study. Clin. Exp. Rheumatol. 100, 129–136.

Thenappan, T., Ormiston, M. L., Ryan, J. J., and Archer, S. L. (2018). Pulmonary arterial hypertension: pathogenesis and clinical management. BMJ 360:j5492. doi: 10.1136/bmj.j5492

PubMed Abstract | CrossRef Full Text | Google Scholar

Tiede, S. L., Wassenberg, M., Christ, K., Schermuly, R. T., Seeger, W., Grimminger, F., et al. (2016). Biomarkers of tissue remodeling predict survival in patients with pulmonary hypertension. Int. J. Cardiol. 223, 821–826. doi: 10.1016/j.ijcard.2016.08.240

PubMed Abstract | CrossRef Full Text | Google Scholar

Tilg, H., and Moschen, A. R. (2006). Adipocytokines: mediators linking adipose tissue, inflammation and immunity. Nat. Rev. Immun. 6, 772–783. doi: 10.1038/nri1937

PubMed Abstract | CrossRef Full Text | Google Scholar

Toshner, M., Voswinckel, R., Southwood, M., Al-Lamki, R., Howard, L. S., Marchesan, D., et al. (2009). Evidence of dysfunction of endothelial progenitors in pulmonary arterial hypertension. Am. J. Resp. Crit. Care Med. 180, 780–787. doi: 10.1164/rccm.200810-1662OC

PubMed Abstract | CrossRef Full Text | Google Scholar

Tyndall, A. J., Bannert, B., Vonk, M., Airò, P., Cozzi, F., Carreira, P. E., et al. (2010). Causes and risk factors for death in systemic sclerosis: a study from the EULAR Scleroderma Trials and Research (EUSTAR) database. Ann. Rheum. Dis. 69, 1809–1815. doi: 10.1136/ard.2009.114264

PubMed Abstract | CrossRef Full Text | Google Scholar

Ueda-Hayakawa, I., Hasegawa, M., Hamaguchi, Y., Takehara, K., and Fujimoto, M. (2013). Circulating γ/δ T cells in systemic sclerosis exhibit activated phenotype and enhance gene expression of proalpha2(I) collagen of fibroblasts. J. Dermatol. Sci. 69, 54–60. doi: 10.1016/j.jdermsci.2012.10.003

PubMed Abstract | CrossRef Full Text | Google Scholar

van Bon, L., Affandi, A. J., Broen, J., Christmann, R. B., Marijnissen, R. J., Stawski, L., et al. (2014). Proteome-wide analysis and CXCL4 as a biomarker in systemic sclerosis. N. Eng. J. Med. 370, 433–443. doi: 10.1056/NEJMoa1114576

PubMed Abstract | CrossRef Full Text | Google Scholar

van den Hoogen, F., Khanna, D., Fransen, J., Johnson, S. R., Baron, M., Tyndall, A., et al. (2013). 2013 Classification criteria for systemic sclerosis: an American College of Rheumatology/European League against Rheumatism collaborative initiative. Ann. Rheum. Dis. 72, 1747–1755. doi: 10.1136/annrheumdis-2013-20442

PubMed Abstract | CrossRef Full Text

Varga, J., and Abraham, D. (2007). Systemic sclerosis: a prototypic multisystem fibrotic disorder. J. Clin. Invest. 117, 557–567. doi: 10.1172/JCI31139

PubMed Abstract | CrossRef Full Text | Google Scholar

Vegh, J., Szodoray, P., Kappelmayer, J., Csipo, I., Udvardy, M., Lakos, G., et al. (2006). Clinical and immunoserological characteristics of mixed connective tissue disease associated with pulmonary arterial hypertension. Scand. J. Immunol. 64, 69–76. doi: 10.1111/j.1365-3083.2006.01770.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Wei, C., Henderson, H., Spradley, C., Li, L., Kim, I. K., and Kumar, S. (2013). Circulating miRNAs as potential marker for pulmonary hypertension. PLoS ONE 8:e64396. doi: 10.1371/journal.pone.0064396

PubMed Abstract | CrossRef Full Text | Google Scholar

Wermuth, P. J., Piera-Velazquez, S., and Jimenez, S. A. (2017). Exosomes isolated from serum of systemic scelorsis patients display alteration in their content of profibrotic and antifibrotic microRNA and induce a profibrotic phenotype in cultured normal dermal fibroblasts. Clin. Exp. Rheumatol. 106, 21–30.

Google Scholar

Wiedemann, R., Ghofrani, H. A., Weissmann, N., Schermuly, R., Quanz, K., Grimminger, F., et al. (2001). Atrial natriuretic peptide in severe primary and nonprimary pulmonary hypertension: response to iloprost inhalation. J. Am. Coll. Cardiol. 38, 1130–1136. doi: 10.1016/S0735-1097(01)01490-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Williams, M. H., Handler, C. E., Akram, R., Smith, C. J., Das, C., Smee, J., et al. (2006). Role of N-terminal brain natriuretic peptide (N-TproBNP) in scleroderma-associated pulmonary arterial hypertension. Eur. Heart J. 27, 1485–1494. doi: 10.1093/eurheartj/ehi891

PubMed Abstract | CrossRef Full Text | Google Scholar

Yamane, K., Kashiwagi, H., Suzuki, N., Miyauchi, T., Yanagisawa, M., Goto, K., et al. (1991). Elevated plasma levels of endothelin-1 in systemic sclerosis. Arthritis Rheum. 34, 243–244. doi: 10.1002/art.1780340220

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhao, Y., Ponnusamy, M., Zhang, L., Zhang, Y., Liu, C., Yu, W., et al. (2017). The role of miR-214 in cardiovascular diseases. Eur. J. Pharmacol. 816, 138–145. doi: 10.1016/j.ejphar.2017.08.009

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: systemic sclerosis, autoimmune, vascular, fibrosis, pulmonary hypertension, PAH, biomarker

Citation: Odler B, Foris V, Gungl A, Müller V, Hassoun PM, Kwapiszewska G, Olschewski H and Kovacs G (2018) Biomarkers for Pulmonary Vascular Remodeling in Systemic Sclerosis: A Pathophysiological Approach. Front. Physiol. 9:587. doi: 10.3389/fphys.2018.00587

Received: 15 January 2018; Accepted: 02 May 2018;
Published: 19 June 2018.

Edited by:

Christophe Guignabert, Institut National de la Santé et de la Recherche Médicale (INSERM), France

Reviewed by:

Jérôme Avouac, Université Paris Descartes, France
Anna-Maria Hoffmann-Vold, Oslo University Hospital, Norway

Copyright © 2018 Odler, Foris, Gungl, Müller, Hassoun, Kwapiszewska, Olschewski and Kovacs. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Horst Olschewski, horst.olschewski@medunigraz.at

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.