Skip to main content
Frontiers in Immunology logoLink to Frontiers in Immunology
. 2023 Sep 11;14:1206452. doi: 10.3389/fimmu.2023.1206452

Epigenetic regulation of programmed cell death in hypoxia-induced pulmonary arterial hypertension

Yuan Jiang 1,, Shasha Song 2,, Jingxin Liu 2,, Liyuan Zhang 3, Xiaofei Guo 4, Jiayao Lu 2, Lie Li 5,6, Chao Yang 4,*, Qiang Fu 2,*, Bin Zeng 2,*
PMCID: PMC10518698  PMID: 37753070

Abstract

Pulmonary arterial hypertension (PAH) is a severe progressive disease that may cause early right ventricular failure and eventual cardiac failure. The pathogenesis of PAH involves endothelial dysfunction, aberrant proliferation of pulmonary artery smooth muscle cells (PASMCs), and vascular fibrosis. Hypoxia has been shown to induce elevated secretion of vascular endothelial growth factor (VEGF), leading to the development of hypoxic PAH. However, the molecular mechanisms underlying hypoxic PAH remain incompletely understood. Programmed cell death (PCD) is a natural cell death and regulated by certain genes. Emerging evidence suggests that apoptotic resistance contributes to the development of PAH. Moreover, several novel types of PCD, such as autophagy, pyroptosis, and ferroptosis, have been reported to be involved in the development of PAH. Additionally, multiple diverse epigenetic mechanisms including RNA methylation, DNA methylation, histone modification, and the non-coding RNA molecule-mediated processes have been strongly linked to the development of PAH. These epigenetic modifications affect the expression of genes, which produce important changes in cellular biological processes, including PCD. Consequently, a better understanding of the PCD processes and epigenetic modification involved in PAH will provide novel, specific therapeutic strategies for diagnosis and treatment. In this review, we aim to discuss recent advances in epigenetic mechanisms and elucidate the role of epigenetic modifications in regulating PCD in hypoxia-induced PAH.

Keywords: pulmonary arterial hypertension (PAH), apoptosis, autophagy, pyroptosis, ferroptosis, DNA methylation, histone modification, non-coding RNA (ncRNA)

1. Introduction

Pulmonary arterial hypertension (PAH) is a fatal cardiovascular disease, also known as malignancy of the cardiovascular system. PAH is characterized by a progressive increase in pulmonary vascular resistance (PVR) and pulmonary vascular remodeling, leading to right ventricular remodeling and ultimately death from right ventricular failure (1, 2). Pulmonary vascular remodeling is a common pathological feature of PAH and encompasses multiple cell types within the blood vessel wall, including endothelial cells (ECs), pulmonary artery smooth muscle cells (PASMCs), fibroblasts, pericytes, and circulating inflammatory cells (3). Although the pathological mechanism of PAH remains incompletely understood, the basic pathological processes are related to the interplay among diverse cellular types in the pulmonary vascular wall, such as abnormal cell energy metabolism, cell differentiation, apoptosis resistance, excessive cell proliferation, and extracellular matrix deposition (4). Therefore, further understanding of cellular processes and mechanisms involved in PAH will provide more efficient therapeutic strategies.

Cell death mechanisms are generally classified into two distinct types: programmed cell death (PCD) and necrotic cell death. PCD is required to control the balance of normal cell homeostasis (5). The canonical form of PCD is apoptosis. Additionally, many other types of programmed cell death, including autophagy, pyroptosis, and ferroptosis, have been characterized (6). Nevertheless, the molecular mechanisms in different types of PCD are complex and usually provoke through a variety of independent pathways. Therefore, the discovery of the underlying mechanisms of PCD is urgently needed.

Epigenetics is indispensable for regulating gene expression, protein transcription, and translation in many biological processes, including DNA methylation, histone modification, non-coding RNA molecules, and N 6-methyladenosine methylation (7). Epigenetics differs from classical genetics, which is independent of changes in genomic DNA base sequence (8). Epigenetic modifications can be added to molecules by transferases, also known as “writers” and removed by “erasers”. Crucially, the molecular effects of epigenetics rely on the recognition by specific proteins, also known as “readers” (9). Previous studies have suggested an association between epigenetic modifications and various pathological processes (10). Recently, the underlying functional machinery of epigenetic modifications in PAH has also been attracting extensive attention.

In this review, we focus on the latest advances in epigenetic modifications, such as DNA methylation, histone modification, non-coding RNA molecules, and N 6-methyladenosine methylation related to PCD in hypoxia-induced PAH, thereby identifying the potential therapeutic strategy for PAH.

2. Programmed cell death in PAH

PAH is characterized by abnormal functioning of various cell types, including pulmonary arterial endothelial cells (PAECs), PASMCs, fibroblasts, and inflammatory cells (11). Studies have indicated that abnormal proliferation and anti-apoptotic phenotype of PAECs and PASMCs contribute to the occlusion of pulmonary arterioles, resulting in right heart hypertrophy and eventual cardiac failure. Additionally, fibroblasts isolated from the models of pulmonary hypertension exhibit a hyperproliferative, apoptosis-resistant, and proinflammatory phenotype (12). Chronic inflammation plays an essential role in PAH. Pulmonary vasculopathy has been identified with the presence of immune cell infiltrates, consisting of macrophages, lymphocytes, and mast cells. Autophagy plays an essential role in inflammasome activity. However, whether autophagy-mediated inhibition of inflammasome activity is involved in regulating the progression of PAH remains unclear (13). Furthermore, the presence of interleukin (IL)-1β, IL-18, and pyroptosis, which are end products of inflammasome activation, serves as a pivotal biomarker for PAH (14). These observed changes suggest a connection between programmed cell death mechanisms, including apoptosis, autophagy, pyroptosis, and even ferroptosis in the key cells associated with PAH.

2.1. Apoptosis

Apoptosis, the first identified form of programmed cell death, is a crucial process by which cells autonomously regulate their own death under physiological or pathological conditions (15). The initiation of apoptosis is dependent on morphological changes in cell structure and the activation of cysteine and aspartic protease processes (16). Mechanically, apoptosis is mainly activated by two pathways: the intrinsic pathway (the mitochondrial pathway of apoptosis) and the extrinsic pathway of apoptosis (the death receptor pathway of apoptosis) (17). The intrinsic apoptosis is dependent on factors released from the mitochondria and can be triggered by a series of external stimuli such as hypoxia, reactive oxygen species, and viruses. Conversely, extrinsic apoptosis is initiated by the specific death ligands binding to the death receptors (18).

Multiple studies have suggested that apoptosis is associated with pulmonary vascular remodeling in PAH. Under physiological conditions, apoptosis plays a crucial role in maintaining organ and tissue integrity by regulating the balance between cell proliferation and programmed cell death (19). Nevertheless, the underlying molecular mechanisms of apoptosis in PAH remain to be explored. In a study by Chowdhury et al., it was discovered that dysfunctional bone morphogenetic protein receptor II (BMPRII) impairs apoptosis via the BMPRII-ALK1-Bcl-xL pathway in PAH (20). Wang et al. demonstrated that mutations in the bone morphogenetic protein 9 (BMP9) contribute to the etiology of PAH by impairing the anti-apoptotic abilities of PAECs (21). Additionally, Cao et al. reported that prohibitin 1 (PHB1) contributes to PAH by balancing PASMC proliferation and apoptosis, which involves AKT phosphorylation (22). In Jiang’s study, prostaglandin E1 (PGE1) modulates the apoptotic properties of mesenchymal stem cells (MSCs) by regulating the HIF pathway, thereby enhancing the therapeutic potential of the MSCs in PAH (23). He et al. conducted studies that revealed the inhibition of apoptosis in distal pulmonary artery smooth muscle cells (dPASMCs) by PRDC, which was able to reverse the effects of BMP2/4 on the upregulation of apoptosis-associated proteins such as caspase 3, caspase 9, and Bax while downregulating the expression of Bcl-2 (24). Novoyatleva et al. found that deficiency of Axl aggravated PAH and abrogated bone morphogenetic protein receptor 2 (BMPR2) signaling, thereby increasing pulmonary endothelial cell apoptosis (25). Recently, Ruffenach et al. reported that the RNA-binding protein HNRNPA2B1 (heterogeneous nuclear ribonucleoprotein A2B1; A2B1) silencing in PASMCs led to a decrease in proliferation and resistance to apoptosis, which is expected to become a therapeutic target for PAH (26) ( Figure 1 ).

Figure 1.

Figure 1

The major pathways associated with apoptosis, autophagy, pyroptosis, and ferroptosis in PAH. PAH, pulmonary arterial hypertension.

2.2. Autophagy

Autophagy, a form of programmed cell death, plays a pivotal role in the self-renewal process of eukaryotic cells (27). It involves the degradation of cytoplasmic proteins and damaged organelles through the action of lysosomes and is regulated by a set of autophagy-related genes (Atgs). Autophagy can be classified into three forms—macroautophagy, microautophagy, and chaperone-mediated autophagy (CMA)—among which macroautophagy is the most widely studied (28). The process of autophagy can be broken down into several successive steps: initiation and nucleation of autophagosome → elongation and formation of autophagosome → fusion with lysosomes (29).

Autophagy can be induced by cellular stress responses such as hypoxia and nutrient deficiency. Studies have confirmed that the level of autophagy is upregulated during the PAH, which plays an important role in vascular remodeling. Studies by Zhai et al. discovered that activation of AMPK prevents PAH by suppression of NF-κB-mediated autophagy activation (30). In another study, Chang et al. proposed Aldehyde Dehydrogenase 2 (ALDH2) protected against hypoxia-induced PASMC proliferation via inhibition of ERK1/2-mediated autophagy (31). Ning et al. found that β-arrestin1 inhibits hypoxia-induced autophagy via the Akt/mTOR signaling pathway (32). Moreover, Gomez-Puerto et al. observed an increase in levels of microtubule-associated protein 1 light chain 3 beta (MAP1LC3B) in PAH, while pulmonary microvascular endothelial cells (MVECs) from PAH patients exhibited heightened autophagic flux (33). Feng et al. further elucidated the promotion of PASMC proliferation and pulmonary vascular remodeling by high mobility group box-1 (HMGB1) through the activation of the ERK1/2/Drp1/Autophagy/BMPR2/Id1 axis (34). Jin et al. demonstrated that farnesyl diphosphate synthase (FDPS) contributes to active small G protein-induced autophagy during PAH (35). In a separate investigation, it was found that glucagon-like peptide-1 (GLP-1) receptor agonist, liraglutide, can suppress the proliferation of PASMCs by inhibiting cellular Drp1/nicotinamide adenine dinucleotide phosphate (NADPH) oxidase (NOX) pathways and Atg-5/Atg-7/Beclin-1/LC3β-dependent pathways of autophagy in PAH (36). He et al. conducted a study showing that quercetin enhances hypoxia-induced autophagy through the FOXO1-SENS3-mTOR-dependent pathway in PASMCs (37). In a systematic study, Yamanaka et al. showed that TP53-induced glycolysis and apoptosis regulator (TIGAR) regulates PASMC proliferation and migration by inhibiting autophagy and improving hypoxia-induced PAH (38) ( Figure 1 ).

2.3. Pyroptosis

PCD encompasses various forms of cell death, namely, apoptosis, autophagy, and pyroptosis, which are regulated by unique host proteins. In contrast to apoptosis, pyroptosis is a necrotic and inflammatory programmed cell death induced by inflammasome-associated caspases, such as caspase 1, caspase 4, caspase 5, and caspase 11 (mouse), whereas some apoptotic caspases, such as caspase 3 and caspase 8, also play a role in the occurrence of pyroptosis (39). Pyroptosis can be initiated through two main pathways: the typical inflammasome activation pathway (caspase 1-dependent pathway) and the atypical inflammasome activation pathway (caspase 1-independent pathway) ( Figure 1 ). Traditionally, apoptosis-related caspases, such as caspase 3 and caspase 8, were not associated with pyroptosis. However, recent studies have unveiled that caspase 3 can catalyze the cleavage of GSDME, leading to the production of N-GSDME termini and consequent pyroptosis in tumor cells. In addition, caspase 8 has been found to promote the cleavage of GSDMD in mouse macrophages, which further enhances our comprehension of pyroptosis (40).

Pyroptosis may act as a crucial part of the pathogenesis of hypoxia-induced PAH, thus offering insights into potential therapeutic strategies. In the study of Wu et al., caspase 4/11 plays a key role in regulating pulmonary vascular dysfunction and accelerating the progression of PAH (41). Studies from Hu et al. demonstrated disulfiram (DSF) attenuated vascular remodeling and hypoxia-induced PAH by inhibiting GSDMD cleavage and pyroptosis in human pulmonary artery smooth muscle cells (hPASMCs) (42). Additionally, Zhang et al. found that signal transducer and activator of transcription 1 (STAT1) promoted programmed death-ligand 1 (PD-L1) upregulation and activation of caspase 1-dependent pyroptosis, thereby accelerating the progression of PAH (43). Along similar lines, He et al. identified that GLI1 affected the progression of PAH by promoting PASMC pyroptosis through the apoptosis-associated speck-like protein containing a caspase recruitment domain (ASC) pathway (44). Furthermore, a separate study revealed that G-protein coupled receptor 146 (GPR146) induced PAEC pyroptosis through the NLRP3/caspase 1 signaling axis, resulting in the promotion of endothelial injury and PAH progression (45). Wu et al. also demonstrated that KIF23 regulated the expression of caspase 3, NLRP3, and HMGB1 by inhibiting the pyroptosis and proliferation of PASMCs (46) ( Figure 1 ).

2.4. Ferroptosis

Ferroptosis is an intracellular iron-dependent form of cell death that is distinct from apoptosis, autophagy, and pyroptosis. The characteristic morphological features of ferroptosis are mitochondrial changes, including reduction or disappearance of mitochondrial cristae, rupture of the mitochondrial outer membrane, and concentration of mitochondrial membrane (47). The process of ferroptosis is closely related to the System Xc-/GPX4 signaling pathway, iron homeostasis, and lipid oxidative metabolism (48).

Accumulating evidence supports the hypothesis that ferroptosis is involved in the progression of lung diseases. However, only a few studies have investigated the role of ferroptosis in PAH. In a recent systematic investigation conducted by Zhang et al., they revealed a substantial upregulation in the expression of all ferroptosis-associated genes in individuals with PAH. In addition, all 10 ferroptosis-associated genes exhibited positively correlated expression patterns, suggesting that PAH initiated ferroptosis (49). Another study discovered that peroxiredoxin 6 (PRDX6) facilitates ferroptosis in PAECs and instigates pulmonary vascular remodeling. This process is mediated by the release of HMGB1 and subsequent activation of the TLR4/NLRP3 pathway, thereby leading to the pathogenesis of PAH (50). Xie et al. indicated that PAEC ferroptosis stimulates the NLRP3 inflammatory response via the HMGB1/TLR4 pathway and participated in the progression of PAH (51). However, Hu et al. demonstrated that SLC7A11 inhibits ferroptosis and promoted proliferation in PAH, thus restoring the balance between cell death and proliferation in PASMCs (52). In fact, further studies on the role of ferroptosis in PAH are still required ( Figure 1 ).

3. Epigenetic regulation in programmed cell death in PAH

3.1. RNA methylation

3.1.1. Overview of RNA methylation

Epigenetics is the study that modulates heritable gene expression without DNA sequence changes, including DNA and RNA methylation, histone modification, and non-coding RNA regulation (53). m6A methylation is the most prevalent epigenetic modification of RNA nucleotides. Moreover, m6A methylation modification plays a crucial role in governing the process of RNA splicing, gene expression, transcription, translation, and nuclear export. The modification of m6A is reversible and mediated by “writers”, “erasers”, and “readers” (54).

The m6A process is mainly catalyzed by the m6A methyltransferase complex, including methyltransferase like 3 (METTL3), METTL14, Wilms’ tumor 1-associated protein (WTAP), RNA-binding motif protein 15 (RBM15), zinc finger CCCH-type containing 13 (ZC3H13), and KIAA1429 (55). The demethylases act as erasers in RNA molecules to remove the m6A modifications. RNA demethylases mainly consist of fat mass and obesity-associated protein (FTO) and alpha-ketoglutarate-dependent homolog 5 (ALKBH5). Reader proteins play a crucial role in recognizing m6A binding sites and interacting with them, each performing specific m6A-dependent biological functions (56). The m6A reader proteins containing the YTH domain include YTHDF1-3 and YTHDC1-2. YTHDF1 promotes mRNA translation initiation, while YTHDF2 promotes mRNA degradation. YTHDF3 interacts with YTHDF1 to promote mRNA translation or with YTHDF2 to enhance mRNA degradation. Furthermore, YTHDC1 facilitates pre-mRNA splicing and nuclear export of mRNA. YTHDC2, however, enhances the translation efficiency of target mRNA (57). Another kind of reader protein, IGF2BP1-3, promotes mRNA stability and translation in an m6A-dependent manner. In addition, the eukaryotic initiation factor 3 (eIF3) promotes mRNA translation (58). Moreover, the nuclear m6A reader HNRNPA2B1 is involved in promoting miRNA processing and mRNA splicing (59) ( Figure 2 ).

Figure 2.

Figure 2

An overview of epigenetic remodeling.

3.1.2. RNA methylation in programmed cell death in PAH

In the latest systematic study, the m6A methyltransferase METTL3 has been identified as a strong proponent of PAH development (60). Conversely, Xu et al. demonstrated that sustained low expression of METTL3 impacts the m6A level of PAH-related genes, consequently facilitating PAH development (61). Meanwhile, the m6A reading protein YTHDF1 promotes PAH by contributing to MAGED1 translation in an m6A-dependent manner (62). Additionally, another investigation discovered that YTHDF1 recognizes and promotes Forkhead box M1 (Foxm1) protein translation efficiency, thereby enhancing the hypoxic PAH (63). Emerging evidence supports that m6A is associated with PAH pathology; however, the effects of m6A on PCD in PAH have been scarcely reported. Accumulating evidence suggests that hypoxic signaling plays a fundamental and pivotal role in the pathogenesis of PAH (64). Supporting this notion, it has been observed that the upregulation of FTO effectively suppresses hypoxia/reoxygenation (H/R)-treated cardiomyocyte apoptosis (65, 66). In line with this notion, the expression of m6A reader YTHDF1 is significantly correlated with hypoxia-induced autophagy in patients with hepatocellular carcinoma (HCC) (67). Similarly, Lin et al. revealed a connection between METTL3-mediated m6A modification, sorafenib resistance, and autophagy in HCC under hypoxic conditions (68). Furthermore, separate investigations have demonstrated that hypoxia leads to the suppression of METTL14, resulting in enhanced SLC7A11 mRNA degradation in an m6A-dependent manner, which may serve as a potential therapeutic target for the ferroptosis of hepatocellular carcinoma (69). In the meanwhile, Yang et al. found that hypoxia induces long non-coding RNA (lncRNA)–CBSLR to recruit YTHDF2 protein and destabilizes CBS, and mRNA destabilizes through m6A-YTHDF2-dependent modulation. This process ultimately contributes to ferroptosis resistance in gastric cancer (70). Based on the diverse regulatory roles of m6A in hypoxic diseases, it is plausible that the m6A epigenetic modifications regulate signaling pathways and targets associated with programmed cell death, thereby contributing to the occurrence of PAH. Consistent with the above reports, YTHDC1-mediated m6A modification induces lncRNA FENDRR degradation, which subsequently promotes hypoxia-induced PAH by regulating DNA methylation of the promoter region of dynamin-related protein 1 (DRP1) (71).

3.2. DNA methylation

3.2.1. Overview of DNA methylation

DNA methylation is one of the major epigenetic modifications in cells, which is based on the transfer of a methyl group (CH3 ) from an S-adenosylmethionine donor to the C-5 position of a cytosine ring of DNA to form 5-methylcytosine (5-mC) (72). DNA methylation is catalyzed by three DNA methyltransferases (DNMTs): DNMT1, DNMT3A, and DNMT3B (73). Of these, DNMT1 is able to copy CpG methylation patterns and add to the newly synthesized DNA strand, which plays a role in maintaining DNA methylation status during DNA replication. Conversely, DNMT3A and DNMT3B are categorized as de novo methyltransferases that reversibly methylate the unmethylated CpG dinucleotides and set the initial pattern of the methyl groups on the DNA sequence (74). DNMT3-like protein, also known as DNMT3-L, is the third member of the DNMT3 family, which can increase the DNA methylation of the whole genome by activating DNMT3A and DNMT3B, thereby affecting the transcription expression of related downstream genes (75). The DNA demethylation process is performed by TET family enzymes (TET1, TET2, and TET3), which oxidize 5-methylcytosines to 5-hydroxymethylcytosines and reverse the modification (76) ( Figure 2 ).

3.2.2. DNA methylation in programmed cell death in PAH

Several studies have investigated that DNA methylation is associated with the vascular pathology of PAH. Specifically, studies have shown that 5-Aza-2′-deoxycytidine (5-Aza-dC), a DNA methyltransferase inhibitor, attenuates hypoxic PAH via demethylation of the PTEN promoter (77). Along this line, DNMT3B has been confirmed to be upregulated in both PAH patients and rat models. Overexpressing of DNMT3B in PASMCs has been shown to ameliorate hypoxia-mediated PAH (78). While the function of DNA methylation in PAH is well characterized, its understanding of the function in programmed cell death and the underlying functional machinery in PAH remain unexplored. Dysregulation of oxygen-sensing mechanisms is a common feature of both PAH and cancer, especially apoptosis resistance. Many of these abnormalities are regulated by epigenetic modifications (79). Therefore, we hypothesize that the DNA methylation mechanism in programmed cell death in PAH under hypoxic conditions may be similar to that in cancer. Supporting this hypothesis, Mamo et al. demonstrated that the demethylation of intron 18 of epidermal growth factor receptor (EGFR) restored the hypoxic regulation of EGFR, leading to apoptosis resistance and migration (80). In the study of Feng et al., it was found that hypermethylated gene ankyrin repeat and death domain-containing 1A (ANKDD1A) is a tumor suppressor in glioblastoma multiforme (GBM). The recovery of ANKDD1A expression results in reduced transactivation function and stability of HIF1α to inhibit autophagy and induce apoptosis in the hypoxic microenvironment (81). Recent research indicates that DNA methylation modifier lymphoid-specific helicase (LSH) interacts with WDR76 to impede ferroptosis. However, EGLN1 and c-Myc directly activate the expression of LSH by inhibiting HIF-1α (82). Due to the regulatory role in tumors, DNA methylation may regulate targets associated with programmed cell death in PAH. Indeed, DNA methylation in the promoter region of BMPR2 induces PAH by regulating BMP signaling pathways and increasing cell apoptosis (83). It is worth noting that more investigations are required to ascertain the involvement of DNA methylation in the processes of ferroptosis, autophagy, and pyroptosis in PAH.

3.3. Histone modification

3.3.1. Overview of histone modification

In eukaryotic cells, the nucleosome is the basic unit of chromatin, which is comprised of a histone octamer with one H2A–H2B tetramer and two H3–H4 dimers surrounded by 146–147 base pairs of double helix DNA (84). The N-terminal and C-terminal tails of histone can be modified for post-translational modification catalyzed by enzymes, directly affecting chromatin status and gene expression. Histone modification includes histone acetylation, histone methylation, and other modifications such as histone phosphorylation and histone ubiquitination (85). Acetylation of lysine residues reduces the positive charge, hindering the interaction between histone tails and negatively charged DNA. Consequently, chromatin structure is relaxed, enabling exposure of underlying DNA and facilitating transcriptional activation (86). Histone acetylation at lysine residues is catalyzed by histone acetyltransferases (HATs) to induce transcriptional activation. Histone deacetylation is regulated by histone deacetylases (HDACs), leading to transcriptional inhibition (87). Histone methylation is an extensively researched post-translational modification of histones. Histone methylation usually occurs at the arginine, lysine, and histidine residues of histone H1, H2A, H2B, H3, and H4 by adding methyl groups. The arginine residue methylation can be mono-(me) and di-(me2) methylated, while lysine residues can be mono-(me), di-(me2), and tri-(me3) methylated (88). The process of histone methylation is catalyzed by the histone methyltransferase (HMT), which transfers methyl groups to lysine, arginine, or histidine residues of histones by using S-adenosine methionine (SAM). Additionally, most histone modifications are reversible. Methyl groups are removed from lysine, arginine, or histidine residues by histone demethylases (HDMs) (89). Lysine-specific demethylase 1 (LSD1) is the first demethylase to remove the methylation at H3K4 and H3K9. Histone phosphorylation occurs on residues of serine, threonine, and tyrosine. Histone phosphorylation and histone dephosphorylation are regulated by protein kinase (PK) and protein phosphatase (PP) in a state of homeostasis (90). The methylation sites H3K9 and H3K27 share the same serine residue and can be phosphorylated. Based on the different histones and modification sites, histone phosphorylation is associated with chromosome condensation, gene transcription, and the DNA damage repair process. Furthermore, other modifications such as histone ubiquitination and histone ADP-ribosylation regulate gene transcription in various directions (91) ( Figure 2 ).

3.3.2. Histone modification in programmed cell death in PAH

Recently, an expanding body of evidence has highlighted that histone modification is a promising strategy for the treatment of PAH. In a systematic study, Qi et al. reveal a pivotal role of the histone modifier SUV4-20H1. Inactivation of Suv4-20h1 increased expression of the secreted superoxide dismutase 3 (Sod3), resulting in an imbalance of reactive oxygen species (ROS) in the alveolar and pulmonary vascular ventricles, ultimately leading to PAH (92). Bisserier et al. found that SIN3a regulates BMPR2 expression and pulmonary vascular remodeling by a dual mechanism. On the one hand, SIN3a inhibits EZH2 expression and decreases the levels of H3K27me3 in the promoter region of BMPR2. On the other hand, the methylation level of the BMPR2 promoter is decreased by upregulating TET1 and inhibiting DNMT1 activity (93). However, it remains unclear whether histone modification regulates PAH by targeting PCD. Shedding light on this aspect, studies have demonstrated that the acetylation of vestigial-like family member 4 (VGLL4) inhibits PASMC apoptosis and pulmonary arterial remodeling through signal transducer and activator of transcription 3 (STAT3) signaling (94). Moreover, RVX208, a clinically available BET inhibitor, has the potential to modulate anti-apoptotic and proinflammatory pathways through interactions with FoxM1 and PLK1. This discovery supports the establishment of a clinical trial of RVX208 in patients with PAH (95). Another study has revealed the detrimental effects of HDAC inhibitor trichostatin A (TSA) on RV remodeling under pressure overload may be achieved through antiangiogenic or proapoptotic effects (96). Based on these findings, histone modification is significant in PASMC apoptosis during the PAH process; however, knowledge of the contribution of histone modification in regulating other types of PCD in PAH remains fairly limited so far.

3.4. Non-coding RNA molecules

Non-coding RNAs (ncRNAs) can be divided into two types based on their length: small ncRNAs (sncRNAs), which consist of fewer than 200 nucleotides, including microRNAs (miRNAs), and lncRNAs, which are longer than 200 nucleotides (97). The three major types of ncRNAs (miRNAs, lncRNAs, and circRNAs) are involved in the disease onset and progression of PAH ( Figure 2 ).

3.4.1. MicroRNAs

MiRNAs are the most extensively studied endogenous RNAs of approximately 22 nucleotides (98). The biological functions of miRNAs depend on complementary targeting to the 3′-untranslated region (UTR) of mRNAs and then negatively regulate the expression of target genes at the post-transcriptional level (99). In a study conducted by Russomanno et al., miR-150 was shown to reduce the expression of inflammation-, apoptosis-, and fibrosis-related genes in the pathology of PAH and enhance mitochondrial metabolic potential via increased expression of PTEN-like mitochondrial phosphatase (PTPMT1) (100). Chen et al. found that MiD expression is epigenetically upregulated by the decreased levels of miR-34a-3p. This upregulation promoted mitotic fission, leading to pathological proliferation and resistance to apoptosis (101). In the prospective study, the secretion of miR-195-5p by anti-apoptotic endothelial cells was found to promote the proliferation and migration of PASMCs in PAH (102). Furthermore, miR-244-5p promotes apoptosis of PASMCs under hypoxia via DEGS1/PI3K/Akt signaling pathway (103). In addition, miR-15a-5p was shown to induce PASMC apoptosis in an animal model of PAH through the vascular endothelial growth factor (VEGF)/p38/MMP-2 signaling pathway (104). The modulation of the miR-143/145 cluster in PASMCs, as demonstrated by Deng et al., significantly altered cell migration and apoptosis (105). MiR-760, a microRNA, plays a regulatory role in hypoxia-induced hPASMC proliferation, migration, and apoptosis by targeting toll-like receptor 4 (TLR4) (106). In the study of Cai et al., miR-125a-5p ameliorates PAHs by directly targeting STAT3 to regulate PASMC proliferation and apoptosis and has a negative feedback regulation with TGF-β1 and IL-6 (107). Zhu et al. indicated that miR−371b−5p inhibits endothelial cell apoptosis in PAH via PTEN/PI3K/Akt signaling pathways (108). Another study further found the MFF-SIRT1/3 axis, regulated by miR-340-5p, improved mitochondrial homeostasis and proliferation–apoptosis imbalance of hypoxia-treated PAMSCs (109). Moreover, miR-874-5p was found to regulate autophagy and proliferation in PASMCs by targeting Sirtuin3 (110). In addition, miR-204 was shown to attenuate endothelial–mesenchymal transition by enhancing autophagy in hypoxia-induced PAH (111). Ou et al. reported that miR-let−7d alleviates PAH by inhibiting the autophagy of PAECs and suppressing endothelin synthesis through negative regulation of autophagy−related 16−like 1 (ATG16L1) (112). In conclusion, numerous studies have provided clear demonstrations of miRNAs with programmed cell death in hypoxia-induced PAH; however, other ncRNAs still need to be further studied in the same manner.

3.4.2. Long non-coding RNAs

LncRNAs are a class of ncRNAs greater than 200 bp in length, with low expression levels and wide tissue specificity. LncRNAs have a complex regulatory mechanism in the nucleus and cytoplasm by directly binding to DNA, RNA, and proteins to regulate gene expression (113). Recently, several studies have investigated the impact of lncRNAs on the pathogenesis of PAH. For instance, one study showed that silencing of lncRNA SOX2-OT attenuates hypoxia-induced hPASMC proliferation, migration, anti-apoptosis, and inflammation by modulating the miR-455-3p/SUMO1 axis (114). In the meanwhile, Li et al. identified that lncRNA HOXA-AS3 suppresses hPASMC apoptosis via regulation of miR-675-3p/PDE5 axis (115). Additionally, overexpression of lncRNA Ang362 decreases apoptosis of hPASMCs by regulating miR-221 and miR-222 (116). Notably, studies have indicated that lncRNA TCONS_00034812 regulates PASMC proliferation and apoptosis and participates in vascular remodeling during PAH (117). Furthermore, lncRNA PVT1 was found to promote the mRNA and protein expression of serum response factor (Srf) and CTGF by suppressing miR-26b and miR-186, leading to deregulation of autophagy and abnormal proliferation of PASMCs (118). Another study reported that the lncRNA−GAS5/miR−382−3p axis inhibits pulmonary artery remodeling and promoted autophagy in PAH (119). Along this line, studies by Li et al. pointed to lnc-Rps4l inhibiting hypoxia-induced PASMC pyroptosis through the encoded peptide RPS4XL (120).

3.4.3. Circular RNAs

Circular RNAs are a unique class of lncRNAs that are directly produced by back-spliced exons and introns, thus establishing a covalent closed-loop structure. Circular RNAs regulate gene expression through transcriptional or post-transcriptional mechanisms, such as regulating miRNA target genes, regulating RBP-dependent functions, recruiting proteins, and even producing unique peptides (121). Due to the functional diversity of circRNAs, several articles have reported that circRNAs regulate signaling pathways and targets relevant to PAH. For instance, data from Jiang et al. found that circ-Calm4 functions as a competitive endogenous RNA to regulate the expression of miR-124-3p and exacerbate hypoxia-induced PASMC pyroptosis (122). Concordant with this scenario, circ-Calm4 was also confirmed to regulate hypoxia-induced PASMC autophagy by binding Purb (123). Similarly, circ-Sirtuin1 has been shown to mitigate PAH by improving PASMC proliferation, migration, and autophagy by targeting miR-145-5p/protein kinase-B3 axis under hypoxic environments (124). Interestingly, Jin et al. analyzed circRNA profiles in whole-blood samples and found that circ-NFXL1_009 attenuates hypoxia-induced proliferation, apoptotic resistance, and migration of PASMCs (125). Furthermore, circ_0016070 has been implicated in reducing hypoxia-induced apoptosis in PAHs by interacting with miR-340-5p/TCF4/β-catenin/TWIST1 signaling pathway (126). Collectively, the prevailing mechanism of action for most circRNAs in PAH involves functioning as miRNA sponges. However, the other roles and molecular mechanisms of circRNAs have not been fully elucidated ( Table 1 ).

Table 1.

NcRNAs and their function in hypoxia-induced PAH.

NcRNAs Expression Functional role (PCD) Molecular targets References
miR-150 Down Apoptosis PTPMT1 100
miR-34a-3p Down Apoptosis MiD 101
miR-195-5p Up Apoptosis Smad7 102
miR-244-5p Up Apoptosis DEGS1 103
miR-15a-5p Up Apoptosis VEGF/p38/MMP−2 104
miR-143/145 Up Apoptosis 105
miR-760 Down Apoptosis TLR4 106
miR-125a-5p Down Apoptosis STAT3 107
miR−371b−5p Down Apoptosis PTEN/pI3K/Akt 108
miR-340-5p Down Apoptosis IL-1β and IL-6 109
miR-874-5p Up Autophagy Sirt 3 110
miR-204 Down Autophagy ATG7 111
miR-let−7d Down Autophagy ATG16L1 112
LncRNA SOX2-OT Up Apoptosis miR-455-3p 114
LncRNA HOXA-AS3 Up Apoptosis miR−675−3p 115
LncRNA Ang362 Up Apoptosis miR-221/miR-222 116
LncRNA TCONS_00034812 Down Apoptosis Stox1 117
LncRNA PVT1 Up Autophagy miR-26b/miR-186 118
LncRNA GAS5 Down Autophagy miR−382−3p 119
LncRNA Rps4l Up Pyroptosis ILF3 120
Circ-Calm4 Up Pyroptosis miR-124-3p 122
Circ-Calm4 Up Autophagy Purb 123
Circ-SIRT1 Up Autophagy miR-145-5p 124
Circ-NFXL1_009 Down Apoptosis hsa-miR-29b-2-5p 125
Circ-0016070 Up Autophagy miR-340-5p 125

ncRNAs, non-coding RNAs; PAH, pulmonary arterial hypertension; PCD, programmed cell death; VEGF, vascular endothelial growth factor.

4. Conclusion and prospects

PAH is a complex progressive disease, which involves multiple cellular processes. The hyperproliferation and anti-apoptosis of PASMCs are the basic pathophysiological processes of PAH. Based on the studies presented in our review, other forms of programmed cell death, such as autophagy, pyroptosis, and ferroptosis, have been shown to be involved in the development of PAH. Therefore, a better understanding of the processes and mechanisms of programmed cell death involved in PAH will provide novel therapeutic strategies. Research studies have found that epigenetic modification plays a crucial role in the pathological process of PAH; therefore, exploring the epigenetic modification of PAH may be a new treatment strategy (127). Epigenetic modifications are involved in programmed cell death processes at different levels. Multiple lines of evidence indicate that epigenetic alterations, including regulation mediated by ncRNAs, play a significant role in apoptosis, autophagy, and pyroptosis in PAH (128). Although current evidence provides epigenetic modifications that regulate signaling pathways associated with programmed cell death, a significant proportion of research studies have focused on ncRNAs. Other epigenetic modifications such as methylation and acetylation as well as phosphorylation should be further studied, as they may be important contributors to the pathogenesis of PAH. In particular, there is substantial evidence that HDAC inhibitors may be effective anti-cancer agents, especially when used in combination with conventional chemotherapy drugs. As such, regulating these HDACs may also have therapeutic potential for PAH (129). Despite this progress, the relationship between histone modification and programmed cell death in hypoxia-induced PAH remains largely unexplored. Furthermore, DNA methylation has been associated with gene silencing and has been shown to regulate apoptosis in the pathogenesis of PAH (11). However, our current understanding of this intricate process is still very limited. In addition, direct evidence on other DNA methylation-mediated types of programmed cell death in PAH remains lacking. Therefore, more studies are still needed to reveal the complex mechanisms of connecting epigenetic modification factors and different modes of programmed cell death during hypoxia-induced PAH.

Author contributions

YJ, SS, and JXL designed and wrote the manuscript. XG and JYL collected documents. CY, QF, and BZ revised and edited the manuscript. All authors read and approved the final version of the manuscript.

Funding Statement

This work was supported by the National Natural Science Foundation of China (contract grant nos. 82000226 and 81700056), Innovation Foundation of Harbin Medical University (No. 31041220054), and Research Founding of post-doctor who came to Shenzhen (grant no. 20211063010052).

Conflict of interest

Author LZ was employed by company Shanghai Baoxing Biological Equipment Engineering Co., Ltd. Author LL was employed by companies Shenzhen Reyson Biotechnology Co., Ltd. and Nanjing Evertop Electronics Ltd.

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.

Publisher’s note

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.

References

  • 1. Naeije R, Richter MJ, Rubin LJ. The physiological basis of pulmonary arterial hypertension. Eur Respir J (2022) 59(6):2102334. doi:  10.1183/13993003.02334-2021 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2. Hassoun PM. Pulmonary arterial hypertension. N Engl J Med (2021) 385(25):2361–76. doi:  10.1056/NEJMra2000348 [DOI] [PubMed] [Google Scholar]
  • 3. Ruopp NF, Cockrill BA. Diagnosis and treatment of pulmonary arterial hypertension: A review. Jama (2022) 327(14):1379–91. doi:  10.1001/jama.2022.4402 [DOI] [PubMed] [Google Scholar]
  • 4. Huston JH, Shah SJ. Understanding the pathobiology of pulmonary hypertension due to left heart disease. Circ Res (2022) 130(9):1382–403. doi:  10.1161/circresaha.122.319967 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5. Kesavardhana S, Malireddi RKS, Kanneganti TD. Caspases in cell death, inflammation, and pyroptosis. Annu Rev Immunol (2020) 38:567–95. doi:  10.1146/annurev-immunol-073119-095439 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6. Bertheloot D, Latz E, Franklin BS. Necroptosis, pyroptosis and apoptosis: an intricate game of cell death. Cell Mol Immunol (2021) 18(5):1106–21. doi:  10.1038/s41423-020-00630-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. Nakamura M, Sadoshima J. Mechanisms of physiological and pathological cardiac hypertrophy. Nat Rev Cardiol (2018) 15(7):387–407. doi:  10.1038/s41569-018-0007-y [DOI] [PubMed] [Google Scholar]
  • 8. Shao J, Liu J, Zuo S. Roles of epigenetics in cardiac fibroblast activation and fibrosis. Cells (2022) 11(15):2347. doi:  10.3390/cells11152347 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9. Zhao LY, Song J, Liu Y, Song CX, Yi C. Mapping the epigenetic modifications of DNA and RNA. Protein Cell (2020) 11(11):792–808. doi:  10.1007/s13238-020-00733-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10. Zhang L, Lu Q, Chang C. Epigenetics in health and disease. Adv Exp Med Biol (2020) 1253:3–55. doi:  10.1007/978-981-15-3449-2_1 [DOI] [PubMed] [Google Scholar]
  • 11. Thenappan T, Ormiston ML, Ryan JJ, Archer SL. Pulmonary arterial hypertension: pathogenesis and clinical management. Bmj (2018) 360:j5492. doi:  10.1136/bmj.j5492 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12. Evans CE, Cober ND, Dai Z, Stewart DJ, Zhao YY. Endothelial cells in the pathogenesis of pulmonary arterial hypertension. Eur Respir J (2021) 58(3):2003957. doi:  10.1183/13993003.03957-2020 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13. Racanelli AC, Kikkers SA, Choi AMK, Cloonan SM. Autophagy and inflammation in chronic respiratory disease. Autophagy (2018) 14(2):221–32. doi:  10.1080/15548627.2017.1389823 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14. Foley A, Steinberg BE, Goldenberg NM. Inflammasome activation in pulmonary arterial hypertension. Front Med (Lausanne) (2021) 8:826557. doi:  10.3389/fmed.2021.826557 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15. Ketelut-Carneiro N, Fitzgerald KA. Apoptosis, pyroptosis, and necroptosis-oh my! The many ways a cell can die. J Mol Biol (2022) 434(4):167378. doi:  10.1016/j.jmb.2021.167378 [DOI] [PubMed] [Google Scholar]
  • 16. D'Arcy MS. Cell death: a review of the major forms of apoptosis, necrosis and autophagy. Cell Biol Int (2019) 43(6):582–92. doi:  10.1002/cbin.11137 [DOI] [PubMed] [Google Scholar]
  • 17. Lin X, Ouyang S, Zhi C, Li P, Tan X, Ma W, et al. Focus on ferroptosis, pyroptosis, apoptosis and autophagy of vascular endothelial cells to the strategic targets for the treatment of atherosclerosis. Arch Biochem Biophys (2022) 715:109098. doi:  10.1016/j.abb.2021.109098 [DOI] [PubMed] [Google Scholar]
  • 18. Galluzzi L, Vitale I, Aaronson SA, Abrams JM, Adam D, Agostinis P, et al. Molecular mechanisms of cell death: recommendations of the Nomenclature Committee on Cell Death 2018. Cell Death Differ (2018) 25(3):486–541. doi:  10.1038/s41418-017-0012-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19. Kocken JMM, da Costa Martins PA. Epigenetic regulation of pulmonary arterial hypertension-induced vascular and right ventricular remodeling: new opportunities? Int J Mol Sci (2020) 21(23):8901. doi:  10.3390/ijms21238901 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20. Chowdhury HM, Sharmin N, Yuzbasioglu Baran M, Long L, Morrell NW, Trembath RC, et al. BMPRII deficiency impairs apoptosis via the BMPRII-ALK1-BclX-mediated pathway in pulmonary arterial hypertension. Hum Mol Genet (2019) 28(13):2161–73. doi:  10.1093/hmg/ddz047 [DOI] [PubMed] [Google Scholar]
  • 21. Wang XJ, Lian TY, Jiang X, Liu SF, Li SQ, Jiang R, et al. Germline BMP9 mutation causes idiopathic pulmonary arterial hypertension. Eur Respir J (2019) 53(3):1801609. doi:  10.1183/13993003.01609-2018 [DOI] [PubMed] [Google Scholar]
  • 22. Cao YY, Ba HX, Li Y, Tang SY, Luo ZQ, Li XH. Regulatory effects of Prohibitin 1 on proliferation and apoptosis of pulmonary arterial smooth muscle cells in monocrotaline-induced PAH rats. Life Sci (2020) 250:117548. doi:  10.1016/j.lfs.2020.117548 [DOI] [PubMed] [Google Scholar]
  • 23. Jiang DT, Tuo L, Bai X, Bing WD, Qu QX, Zhao X, et al. Prostaglandin E1 reduces apoptosis and improves the homing of mesenchymal stem cells in pulmonary arterial hypertension by regulating hypoxia-inducible factor 1 alpha. Stem Cell Res Ther (2022) 13(1):316. doi:  10.1186/s13287-022-03011-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24. He T, Zhang J, Qiao T, Zhang Z, Han H, Yang C, et al. Compensatory roles of Protein Related to DAN and Cerberus (PRDC) decrease in pulmonary arterial hypertension. Int J Biol Sci (2022) 18(6):2372–91. doi:  10.7150/ijbs.70247 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25. Novoyatleva T, Rai N, Kojonazarov B, Veeroju S, Ben-Batalla I, Caruso P, et al. Deficiency of Axl aggravates pulmonary arterial hypertension via BMPR2. Commun Biol (2021) 4(1):1002. doi:  10.1038/s42003-021-02531-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26. Ruffenach G, Medzikovic L, Aryan L, Li M, Eghbali M. HNRNPA2B1: RNA-binding protein that orchestrates smooth muscle cell phenotype in pulmonary arterial hypertension. Circulation (2022) 146(16):1243–58. doi:  10.1161/circulationaha.122.059591 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27. Levy JMM, Towers CG, Thorburn A. Targeting autophagy in cancer. Nat Rev Cancer (2017) 17(9):528–42. doi:  10.1038/nrc.2017.53 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28. Wu X, Liu Z, Yu XY, Xu S, Luo J. Autophagy and cardiac diseases: Therapeutic potential of natural products. Med Res Rev (2021) 41(1):314–41. doi:  10.1002/med.21733 [DOI] [PubMed] [Google Scholar]
  • 29. Sciarretta S, Maejima Y, Zablocki D, Sadoshima J. The role of autophagy in the heart. Annu Rev Physiol (2018) 80:1–26. doi:  10.1146/annurev-physiol-021317-121427 [DOI] [PubMed] [Google Scholar]
  • 30. Zhai C, Shi W, Feng W, Zhu Y, Wang J, Li S, et al. Activation of AMPK prevents monocrotaline-induced pulmonary arterial hypertension by suppression of NF-κB-mediated autophagy activation. Life Sci (2018) 208:87–95. doi:  10.1016/j.lfs.2018.07.018 [DOI] [PubMed] [Google Scholar]
  • 31. Chang S, Wu J, Jin J, Shi H, Gao R, Li X, et al. Aldehyde Dehydrogenase 2 (ALDH2) Elicits Protection against Pulmonary Hypertension via Inhibition of ERK1/2-Mediated Autophagy. Oxid Med Cell Longev (2022) 2022:2555476. doi:  10.1155/2022/2555476 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32. Ning H, Deng J, Chen F, Liu Y, Kong D, Shan L, et al. β-arrestin1 inhibits hypoxic injury-induced autophagy in human pulmonary artery endothelial cells via the Akt/mTOR signaling pathway. Int J Biochem Cell Biol (2020) 125:105791. doi:  10.1016/j.biocel.2020.105791 [DOI] [PubMed] [Google Scholar]
  • 33. Gomez-Puerto MC, van Zuijen I, Huang CJ, Szulcek R, Pan X, van Dinther MA, et al. Autophagy contributes to BMP type 2 receptor degradation and development of pulmonary arterial hypertension. J Pathol (2019) 249(3):356–67. doi:  10.1002/path.5322 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34. Feng W, Wang J, Yan X, Zhang Q, Chai L, Wang Q, et al. ERK/Drp1-dependent mitochondrial fission contributes to HMGB1-induced autophagy in pulmonary arterial hypertension. Cell Prolif (2021) 54(6):e13048. doi:  10.1111/cpr.13048 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35. Jin T, Lu J, Lv Q, Gong Y, Feng Z, Ying H, et al. Farnesyl diphosphate synthase regulated endothelial proliferation and autophagy during rat pulmonary arterial hypertension induced by monocrotaline. Mol Med (2022) 28(1):94. doi:  10.1186/s10020-022-00511-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36. Wu YC, Wang WT, Lee SS, Kuo YR, Wang YC, Yen SJ, et al. Glucagon-like peptide-1 receptor agonist attenuates autophagy to ameliorate pulmonary arterial hypertension through drp1/NOX- and atg-5/atg-7/beclin-1/LC3β Pathways. Int J Mol Sci (2019) 20(14):3435. doi:  10.3390/ijms20143435 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37. He Y, Cao X, Guo P, Li X, Shang H, Liu J, et al. Quercetin induces autophagy via FOXO1-dependent pathways and autophagy suppression enhances quercetin-induced apoptosis in PASMCs in hypoxia. Free Radic Biol Med (2017) 103:165–76. doi:  10.1016/j.freeradbiomed.2016.12.016 [DOI] [PubMed] [Google Scholar]
  • 38. Yamanaka R, Hoshino A, Fukai K, Urata R, Minami Y, Honda S, et al. TIGAR reduces smooth muscle cell autophagy to prevent pulmonary hypertension. Am J Physiol Heart Circ Physiol (2020) 319(5):H1087–h1096. doi:  10.1152/ajpheart.00314.2020 [DOI] [PubMed] [Google Scholar]
  • 39. Yu P, Zhang X, Liu N, Tang L, Peng C, Chen X. Pyroptosis: mechanisms and diseases. Signal Transduct Target Ther (2021) 6(1):128. doi:  10.1038/s41392-021-00507-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40. Fritsch M, Günther SD, Schwarzer R, Albert MC, Schorn F, Werthenbach JP, et al. Caspase-8 is the molecular switch for apoptosis, necroptosis and pyroptosis. Nature (2019) 575(7784):683–7. doi:  10.1038/s41586-019-1770-6 [DOI] [PubMed] [Google Scholar]
  • 41. Wu Y, Pan B, Zhang Z, Li X, Leng Y, Ji Y, et al. Caspase-4/11-mediated pulmonary artery endothelial cell pyroptosis contributes to pulmonary arterial hypertension. Hypertension (2022) 79(3):536–48. doi:  10.1161/hypertensionaha.121.17868 [DOI] [PubMed] [Google Scholar]
  • 42. Hu S, Wang L, Xu Y, Li F, Wang T. Disulfiram attenuates hypoxia-induced pulmonary hypertension by inhibiting GSDMD cleavage and pyroptosis in HPASMCs. Respir Res (2022) 23(1):353. doi:  10.1186/s12931-022-02279-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43. Zhang M, Xin W, Yu Y, Yang X, Ma C, Zhang H, et al. Programmed death-ligand 1 triggers PASMCs pyroptosis and pulmonary vascular fibrosis in pulmonary hypertension. J Mol Cell Cardiol (2020) 138:23–33. doi:  10.1016/j.yjmcc.2019.10.008 [DOI] [PubMed] [Google Scholar]
  • 44. He S, Ma C, Zhang L, Bai J, Wang X, Zheng X, et al. GLI1-mediated pulmonary artery smooth muscle cell pyroptosis contributes to hypoxia-induced pulmonary hypertension. Am J Physiol Lung Cell Mol Physiol (2020) 318(3):L472–l482. doi:  10.1152/ajplung.00405.2019 [DOI] [PubMed] [Google Scholar]
  • 45. Jiang Y, Huang J, Xia Y, Sun Z, Hu P, Wang D, et al. Hypoxia activates GPR146 which participates in pulmonary vascular remodeling by promoting pyroptosis of pulmonary artery endothelial cells. Eur J Pharmacol (2023) 941:175502. doi:  10.1016/j.ejphar.2023.175502 [DOI] [PubMed] [Google Scholar]
  • 46. Wu Z, Zhou G, Wang H, Yao P. Inhibition of KIF23 alleviates IPAH by targeting pyroptosis and proliferation of PASMCs. Int J Mol Sci (2022) 23(8):4436. doi:  10.3390/ijms23084436 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47. Stockwell BR, Jiang X, Gu W. Emerging mechanisms and disease relevance of ferroptosis. Trends Cell Biol (2020) 30(6):478–90. doi:  10.1016/j.tcb.2020.02.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48. Mou Y, Wang J, Wu J, He D, Zhang C, Duan C, et al. Ferroptosis, a new form of cell death: opportunities and challenges in cancer. J Hematol Oncol (2019) 12(1):34. doi:  10.1186/s13045-019-0720-y [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49. Zhang F, Liu H. Identification of ferroptosis-associated genes exhibiting altered expression in pulmonary arterial hypertension. Math Biosci Eng (2021) 18(6):7619–30. doi:  10.3934/mbe.2021377 [DOI] [PubMed] [Google Scholar]
  • 50. Liao J, Xie SS, Deng Y, Wu DD, Meng H, Lan WF, et al. PRDX6-mediated pulmonary artery endothelial cell ferroptosis contributes to monocrotaline-induced pulmonary hypertension. Microvasc Res (2023) 146:104471. doi:  10.1016/j.mvr.2022.104471 [DOI] [PubMed] [Google Scholar]
  • 51. Xie SS, Deng Y, Guo SL, Li JQ, Zhou YC, Liao J, et al. Endothelial cell ferroptosis mediates monocrotaline-induced pulmonary hypertension in rats by modulating NLRP3 inflammasome activation. Sci Rep (2022) 12(1):3056. doi:  10.1038/s41598-022-06848-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52. Hu P, Xu Y, Jiang Y, Huang J, Liu Y, Wang D, et al. The mechanism of the imbalance between proliferation and ferroptosis in pulmonary artery smooth muscle cells based on the activation of SLC7A11. Eur J Pharmacol (2022) 928:175093. doi:  10.1016/j.ejphar.2022.175093 [DOI] [PubMed] [Google Scholar]
  • 53. Xu Z, Lv B, Qin Y, Zhang B. Emerging roles and mechanism of m6A methylation in cardiometabolic diseases. Cells (2022) 11(7):1101. doi:  10.3390/cells11071101 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54. Jiang X, Liu B, Nie Z, Duan L, Xiong Q, Jin Z, et al. The role of m6A modification in the biological functions and diseases. Signal Transduct Target Ther (2021) 6(1):74. doi:  10.1038/s41392-020-00450-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55. An Y, Duan H. The role of m6A RNA methylation in cancer metabolism. Mol Cancer (2022) 21(1):14. doi:  10.1186/s12943-022-01500-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56. Sendinc E, Shi Y. RNA m6A methylation across the transcriptome. Mol Cell (2023) 83(3):428–41. doi:  10.1016/j.molcel.2023.01.006 [DOI] [PubMed] [Google Scholar]
  • 57. Chen XY, Zhang J, Zhu JS. The role of m(6)A RNA methylation in human cancer. Mol Cancer (2019) 18(1):103. doi:  10.1186/s12943-019-1033-z [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58. Lan Q, Liu PY, Bell JL, Wang JY, Hüttelmaier S, Zhang XD, et al. The emerging roles of RNA m(6)A methylation and demethylation as critical regulators of tumorigenesis, drug sensitivity, and resistance. Cancer Res (2021) 81(13):3431–40. doi:  10.1158/0008-5472.Can-20-4107 [DOI] [PubMed] [Google Scholar]
  • 59. Fabbiano F, Corsi J, Gurrieri E, Trevisan C, Notarangelo M, D'Agostino VG. RNA packaging into extracellular vesicles: An orchestra of RNA-binding proteins? J Extracell Vesicles (2020) 10(2):e12043. doi:  10.1002/jev2.12043 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60. Qin Y, Qiao Y, Li L, Luo E, Wang D, Yao Y, et al. The m(6)A methyltransferase METTL3 promotes hypoxic pulmonary arterial hypertension. Life Sci (2021) 274:119366. doi:  10.1016/j.lfs.2021.119366 [DOI] [PubMed] [Google Scholar]
  • 61. Xu S, Xu X, Zhang Z, Yan L, Zhang L, Du L. The role of RNA m(6)A methylation in the regulation of postnatal hypoxia-induced pulmonary hypertension. Respir Res (2021) 22(1):121. doi:  10.1186/s12931-021-01728-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62. Hu L, Wang J, Huang H, Yu Y, Ding J, Yu Y, et al. YTHDF1 regulates pulmonary hypertension through translational control of MAGED1. Am J Respir Crit Care Med (2021) 203(9):1158–72. doi:  10.1164/rccm.202009-3419OC [DOI] [PubMed] [Google Scholar]
  • 63. Kang T, Liu L, Tan F, Zhang D, Yu L, Jiang H, et al. Inhibition of YTHDF1 prevents hypoxia-induced pulmonary artery smooth muscle cell proliferation by regulating Foxm1 translation in an m6A-dependent manner. Exp Cell Res (2023) 424(2):113505. doi:  10.1016/j.yexcr.2023.113505 [DOI] [PubMed] [Google Scholar]
  • 64. Pullamsetti SS, Mamazhakypov A, Weissmann N, Seeger W, Savai R. Hypoxia-inducible factor signaling in pulmonary hypertension. J Clin Invest (2020) 130(11):5638–51. doi:  10.1172/jci137558 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65. Shen W, Li H, Su H, Chen K, Yan J. FTO overexpression inhibits apoptosis of hypoxia/reoxygenation-treated myocardial cells by regulating m6A modification of Mhrt. Mol Cell Biochem (2021) 476(5):2171–9. doi:  10.1007/s11010-021-04069-6 [DOI] [PubMed] [Google Scholar]
  • 66. Ke WL, Huang ZW, Peng CL, Ke YP. m(6)A demethylase FTO regulates the apoptosis and inflammation of cardiomyocytes via YAP1 in ischemia-reperfusion injury. Bioengineered (2022) 13(3):5443–52. doi:  10.1080/21655979.2022.2030572 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67. Li Q, Ni Y, Zhang L, Jiang R, Xu J, Yang H, et al. HIF-1α-induced expression of m6A reader YTHDF1 drives hypoxia-induced autophagy and Malignancy of hepatocellular carcinoma by promoting ATG2A and ATG14 translation. Signal Transduct Target Ther (2021) 6(1):76. doi:  10.1038/s41392-020-00453-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68. Lin Z, Niu Y, Wan A, Chen D, Liang H, Chen X, et al. RNA m(6) A methylation regulates sorafenib resistance in liver cancer through FOXO3-mediated autophagy. EMBO J (2020) 39(12):e103181. doi:  10.15252/embj.2019103181 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69. Fan Z, Yang G, Zhang W, Liu Q, Liu G, Liu P, et al. Hypoxia blocks ferroptosis of hepatocellular carcinoma via suppression of METTL14 triggered YTHDF2-dependent silencing of SLC7A11. J Cell Mol Med (2021) 25(21):10197–212. doi:  10.1111/jcmm.16957 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 70. Yang H, Hu Y, Weng M, Liu X, Wan P, Hu Y, et al. Hypoxia inducible lncRNA-CBSLR modulates ferroptosis through m6A-YTHDF2-dependent modulation of CBS in gastric cancer. J Adv Res (2022) 37:91–106. doi:  10.1016/j.jare.2021.10.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71. Wang X, Li Q, He S, Bai J, Ma C, Zhang L, et al. LncRNA FENDRR with m6A RNA methylation regulates hypoxia-induced pulmonary artery endothelial cell pyroptosis by mediating DRP1 DNA methylation. Mol Med (2022) 28(1):126. doi:  10.1186/s10020-022-00551-z [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72. Horvath S, Raj K. DNA methylation-based biomarkers and the epigenetic clock theory of ageing. Nat Rev Genet (2018) 19(6):371–84. doi:  10.1038/s41576-018-0004-3 [DOI] [PubMed] [Google Scholar]
  • 73. Edwards JR, Yarychkivska O, Boulard M, Bestor TH. DNA methylation and DNA methyltransferases. Epigenet Chromatin (2017) 10:23. doi:  10.1186/s13072-017-0130-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 74. He S, Feng X. DNA methylation dynamics during germline development. J Integr Plant Biol (2022) 64(12):2240–51. doi:  10.1111/jipb.13422 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 75. Martisova A, Holcakova J, Izadi N, Sebuyoya R, Hrstka R, Bartosik M. DNA methylation in solid tumors: functions and methods of detection. Int J Mol Sci (2021) 22(8):4247. doi:  10.3390/ijms22084247 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 76. Köhler F, Rodríguez-Paredes M. DNA methylation in epidermal differentiation, aging, and cancer. J Invest Dermatol (2020) 140(1):38–47. doi:  10.1016/j.jid.2019.05.011 [DOI] [PubMed] [Google Scholar]
  • 77. Xing XQ, Li B, Xu SL, Zhang CF, Liu J, Deng YS, et al. 5-Aza-2'-deoxycytidine, a DNA methylation inhibitor, attenuates hypoxic pulmonary hypertension via demethylation of the PTEN promoter. Eur J Pharmacol (2019) 855:227–34. doi:  10.1016/j.ejphar.2019.05.021 [DOI] [PubMed] [Google Scholar]
  • 78. Yan Y, He YY, Jiang X, Wang Y, Chen JW, Zhao JH, et al. DNA methyltransferase 3B deficiency unveils a new pathological mechanism of pulmonary hypertension. Sci Adv (2020) 6(50):eaba2470. doi:  10.1126/sciadv.aba2470 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79. Wu D, Dasgupta A, Read AD, Bentley RET, Motamed M, Chen KH, et al. Oxygen sensing, mitochondrial biology and experimental therapeutics for pulmonary hypertension and cancer. Free Radic Biol Med (2021) 170:150–78. doi:  10.1016/j.freeradbiomed.2020.12.452 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80. Mamo M, Ye IC, DiGiacomo JW, Park JY, Downs B, Gilkes DM. Hypoxia alters the response to anti-EGFR therapy by regulating EGFR expression and downstream signaling in a DNA methylation-specific and HIF-dependent manner. Cancer Res (2020) 80(22):4998–5010. doi:  10.1158/0008-5472.Can-20-1232 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81. Feng J, Zhang Y, She X, Sun Y, Fan L, Ren X, et al. Hypermethylated gene ANKDD1A is a candidate tumor suppressor that interacts with FIH1 and decreases HIF1α stability to inhibit cell autophagy in the glioblastoma multiforme hypoxia microenvironment. Oncogene (2019) 38(1):103–19. doi:  10.1038/s41388-018-0423-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82. Jiang Y, Mao C, Yang R, Yan B, Shi Y, Liu X, et al. EGLN1/c-myc induced lymphoid-specific helicase inhibits ferroptosis through lipid metabolic gene expression changes. Theranostics (2017) 7(13):3293–305. doi:  10.7150/thno.19988 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83. Li N, Zhu L, Zhu C, Zhou H, Zheng D, Xu G, et al. BMPR2 promoter methylation and its expression in valvular heart disease complicated with pulmonary artery hypertension. Aging (Albany NY) (2021) 13(22):24580–604. doi:  10.18632/aging.203690 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 84. Xue T, Qiu X, Liu H, Gan C, Tan Z, Xie Y, et al. Epigenetic regulation in fibrosis progress. Pharmacol Res (2021) 173:105910. doi:  10.1016/j.phrs.2021.105910 [DOI] [PubMed] [Google Scholar]
  • 85. Wang S, Zhang X, Wang Q, Wang R. Histone modification in podocyte injury of diabetic nephropathy. J Mol Med (Berl) (2022) 100(10):1373–86. doi:  10.1007/s00109-022-02247-7 [DOI] [PubMed] [Google Scholar]
  • 86. Zhang Y, Sun Z, Jia J, Du T, Zhang N, Tang Y, et al. Overview of histone modification. Adv Exp Med Biol (2021) 1283:1–16. doi:  10.1007/978-981-15-8104-5_1 [DOI] [PubMed] [Google Scholar]
  • 87. Chelladurai P, Boucherat O, Stenmark K, Kracht M, Seeger W, Bauer UM, et al. Targeting histone acetylation in pulmonary hypertension and right ventricular hypertrophy. Br J Pharmacol (2021) 178(1):54–71. doi:  10.1111/bph.14932 [DOI] [PubMed] [Google Scholar]
  • 88. Khouly I, Braun RS, Ordway M, Aouizerat BE, Ghassib I, Larsson L, et al. The role of DNA methylation and histone modification in periodontal disease: A systematic review. Int J Mol Sci (2020) 21(17):6217. doi:  10.3390/ijms21176217 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 89. Du J, Johnson LM, Jacobsen SE, Patel DJ. DNA methylation pathways and their crosstalk with histone methylation. Nat Rev Mol Cell Biol (2015) 16(9):519–32. doi:  10.1038/nrm4043 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 90. Zhu D, Zhang Y, Wang S. Histone citrullination: a new target for tumors. Mol Cancer (2021) 20(1):90. doi:  10.1186/s12943-021-01373-z [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 91. El-Hashash AHK. Histone H3K27M mutation in brain tumors. Adv Exp Med Biol (2021) 1283:43–52. doi:  10.1007/978-981-15-8104-5_3 [DOI] [PubMed] [Google Scholar]
  • 92. Qi H, Liu H, Pullamsetti SS, Günther S, Kuenne C, Atzberger A, et al. Epigenetic regulation by suv4-20h1 in cardiopulmonary progenitor cells is required to prevent pulmonary hypertension and chronic obstructive pulmonary disease. Circulation (2021) 144(13):1042–58. doi:  10.1161/circulationaha.120.051680 [DOI] [PubMed] [Google Scholar]
  • 93. Bisserier M, Mathiyalagan P, Zhang S, Elmastour F, Dorfmüller P, Humbert M, et al. Regulation of the methylation and expression levels of the BMPR2 gene by SIN3a as a novel therapeutic mechanism in pulmonary arterial hypertension. Circulation (2021) 144(1):52–73. doi:  10.1161/circulationaha.120.047978 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 94. Tian Q, Fan X, Ma J, Li D, Han Y, Yin X, et al. Critical role of VGLL4 in the regulation of chronic normobaric hypoxia-induced pulmonary hypertension in mice. FASEB J (2021) 35(8):e21822. doi:  10.1096/fj.202002650RR [DOI] [PubMed] [Google Scholar]
  • 95. Van der Feen DE, Kurakula K, Tremblay E, Boucherat O, Bossers GPL, Szulcek R, et al. Multicenter preclinical validation of BET inhibition for the treatment of pulmonary arterial hypertension. Am J Respir Crit Care Med (2019) 200(7):910–20. doi:  10.1164/rccm.201812-2275OC [DOI] [PubMed] [Google Scholar]
  • 96. Bogaard HJ, Mizuno S, Hussaini AA, Toldo S, Abbate A, Kraskauskas D, et al. Suppression of histone deacetylases worsens right ventricular dysfunction after pulmonary artery banding in rats. Am J Respir Crit Care Med (2011) 183(10):1402–10. doi:  10.1164/rccm.201007-1106OC [DOI] [PubMed] [Google Scholar]
  • 97. Verhoeff TJ, Holloway AF, Dickinson JL. Non-coding RNA regulation of integrins and their potential as therapeutic targets in cancer. Cell Oncol (Dordr) (2023) 46(2):239–50. doi:  10.1007/s13402-022-00752-y [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 98. Marinescu MC, Lazar AL, Marta MM, Cozma A, Catana CS. Non-coding RNAs: prevention, diagnosis, and treatment in myocardial ischemia-reperfusion injury. Int J Mol Sci (2022) 23(5):2728. doi:  10.3390/ijms23052728 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 99. Braga L, Ali H, Secco I, Giacca M. Non-coding RNA therapeutics for cardiac regeneration. Cardiovasc Res (2021) 117(3):674–93. doi:  10.1093/cvr/cvaa071 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 100. RussOmanno G, Jo KB, Abdul-Salam VB, Morgan C, Endruschat J, Schaeper U, et al. miR-150-PTPMT1-cardiolipin signaling in pulmonary arterial hypertension. Mol Ther Nucleic Acids (2021) 23:142–53. doi:  10.1016/j.omtn.2020.10.042 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 101. Chen KH, Dasgupta A, Lin J, Potus F, Bonnet S, Iremonger J, et al. Epigenetic dysregulation of the dynamin-related protein 1 binding partners miD49 and miD51 increases mitotic mitochondrial fission and promotes pulmonary arterial hypertension: mechanistic and therapeutic implications. Circulation (2018) 138(3):287–304. doi:  10.1161/circulationaha.117.031258 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 102. Zeng Z, Yao J, Li Y, Xue Y, Zou Y, Shu Z, et al. Anti-apoptosis endothelial cell-secreted microRNA-195-5p promotes pulmonary arterial smooth muscle cell proliferation and migration in pulmonary arterial hypertension. J Cell Biochem (2018) 119(2):2144–55. doi:  10.1002/jcb.26376 [DOI] [PubMed] [Google Scholar]
  • 103. Yi L, Liu J, Deng M, Zuo H, Li M. Emodin inhibits viability, proliferation and promotes apoptosis of hypoxic human pulmonary artery smooth muscle cells via targeting miR-244-5p/DEGS1 axis. BMC Pulm Med (2021) 21(1):252. doi:  10.1186/s12890-021-01616-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 104. Zhang W, Li Y, Xi X, Zhu G, Wang S, Liu Y, et al. MicroRNA−15a−5p induces pulmonary artery smooth muscle cell apoptosis in a pulmonary arterial hypertension model via the VEGF/p38/MMP−2 signaling pathway. Int J Mol Med (2020) 45(2):461–74. doi:  10.3892/ijmm.2019.4434 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 105. Deng L, Blanco FJ, Stevens H, Lu R, Caudrillier A, McBride M, et al. MicroRNA-143 activation regulates smooth muscle and endothelial cell crosstalk in pulmonary arterial hypertension. Circ Res (2015) 117(10):870–83. doi:  10.1161/circresaha.115.306806 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 106. Yang YZ, Zhang YF, Yang L, Xu J, Mo XM, Peng W. miR−760 mediates hypoxia-induced proliferation and apoptosis of human pulmonary artery smooth muscle cells via targeting TLR4. Int J Mol Med (2018) 42(5):2437–46. doi:  10.3892/ijmm.2018.3862 [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
  • 107. Cai Z, Li J, Zhuang Q, Zhang X, Yuan A, Shen L, et al. MiR-125a-5p ameliorates monocrotaline-induced pulmonary arterial hypertension by targeting the TGF-β1 and IL-6/STAT3 signaling pathways. Exp Mol Med (2018) 50(4):1–11. doi:  10.1038/s12276-018-0068-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 108. Zhu G, Zhang W, Liu Y, Wang S. miR−371b−5p inhibits endothelial cell apoptosis in monocrotaline−induced pulmonary arterial hypertension via PTEN/PI3K/Akt signaling pathways. Mol Med Rep (2018) 18(6):5489–501. doi:  10.3892/mmr.2018.9614 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 109. Huang CX, Jiang ZX, Du DY, Zhang ZM, Liu Y, Li YT. The MFF-SIRT1/3 axis, regulated by miR-340-5p, restores mitochondrial homeostasis of hypoxia-induced pulmonary artery smooth muscle cells. Lab Invest (2022) 102(5):515–23. doi:  10.1038/s41374-022-00730-w [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 110. Zhang L, Ma C, Wang X, Bai J, He S, Zhang J, et al. MicroRNA-874-5p regulates autophagy and proliferation in pulmonary artery smooth muscle cells by targeting Sirtuin 3. Eur J Pharmacol (2020) 888:173485. doi:  10.1016/j.ejphar.2020.173485 [DOI] [PubMed] [Google Scholar]
  • 111. Liu T, Zou XZ, Huang N, Ge XY, Yao MZ, Liu H, et al. Down-regulation of miR-204 attenuates endothelial-mesenchymal transition by enhancing autophagy in hypoxia-induced pulmonary hypertension. Eur J Pharmacol (2019) 863:172673. doi:  10.1016/j.ejphar.2019.172673 [DOI] [PubMed] [Google Scholar]
  • 112. Ou M, Li X, Cui S, Zhao S, Tu J. Emerging roles of let−7d in attenuating pulmonary arterial hypertension via suppression of pulmonary artery endothelial cell autophagy and endothelin synthesis through ATG16L1 downregulation. Int J Mol Med (2020) 46(1):83–96. doi:  10.3892/ijmm.2020.4567 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 113. Toden S, Zumwalt TJ, Goel A. Non-coding RNAs and potential therapeutic targeting in cancer. Biochim Biophys Acta Rev Cancer (2021) 1875(1):188491. doi:  10.1016/j.bbcan.2020.188491 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 114. Jiang Y, Hei B, Hao W, Lin S, Wang Y, Liu X, et al. Clinical value of lncRNA SOX2-OT in pulmonary arterial hypertension and its role in pulmonary artery smooth muscle cell proliferation, migration, apoptosis, and inflammatory. Heart Lung (2022) 55:16–23. doi:  10.1016/j.hrtlng.2022.04.002 [DOI] [PubMed] [Google Scholar]
  • 115. Li ZK, Gao LF, Zhu XA, Xiang DK. LncRNA HOXA-AS3 Promotes the Progression of Pulmonary Arterial Hypertension through Mediation of miR-675-3p/PDE5A Axis. Biochem Genet (2021) 59(5):1158–72. doi:  10.1007/s10528-021-10053-y [DOI] [PubMed] [Google Scholar]
  • 116. Wang H, Qin R, Cheng Y. LncRNA-Ang362 Promotes Pulmonary Arterial Hypertension by Regulating miR-221 and miR-222. Shock (2020) 53(6):723–9. doi:  10.1097/shk.0000000000001410 [DOI] [PubMed] [Google Scholar]
  • 117. Liu Y, Sun Z, Zhu J, Xiao B, Dong J, Li X. LncRNA-TCONS_00034812 in cell proliferation and apoptosis of pulmonary artery smooth muscle cells and its mechanism. J Cell Physiol (2018) 233(6):4801–14. doi:  10.1002/jcp.26279 [DOI] [PubMed] [Google Scholar]
  • 118. Xia X, Huang L, Zhou S, Han R, Li P, Wang E, et al. Hypoxia-induced long non-coding RNA plasmacytoma variant translocation 1 upregulation aggravates pulmonary arterial smooth muscle cell proliferation by regulating autophagy via miR-186/Srf/Ctgf and miR-26b/Ctgf signaling pathways. Int J Cardiol (2023) 370:368–77. doi:  10.1016/j.ijcard.2022.09.060 [DOI] [PubMed] [Google Scholar]
  • 119. Feng X, Wang K, Yang T, Liu Y, Wang X. LncRNA-GAS5/miR-382-3p axis inhibits pulmonary artery remodeling and promotes autophagy in chronic thromboembolic pulmonary hypertension. Genes Genomics (2022) 44(4):395–404. doi:  10.1007/s13258-021-01202-z [DOI] [PubMed] [Google Scholar]
  • 120. Li Y, Zhang J, Sun H, Yu X, Chen Y, Ma C, et al. RPS4XL encoded by lnc-Rps4l inhibits hypoxia-induced pyroptosis by binding HSC70 glycosylation site. Mol Ther Nucleic Acids (2022) 28:920–34. doi:  10.1016/j.omtn.2022.05.033 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 121. Kristensen LS, Jakobsen T, Hager H, Kjems J. The emerging roles of circRNAs in cancer and oncology. Nat Rev Clin Oncol (2022) 19(3):188–206. doi:  10.1038/s41571-021-00585-y [DOI] [PubMed] [Google Scholar]
  • 122. Jiang Y, Liu H, Yu H, Zhou Y, Zhang J, Xin W, et al. Circular RNA calm4 regulates hypoxia-induced pulmonary arterial smooth muscle cells pyroptosis via the circ-calm4/miR-124-3p/PDCD6 axis. Arterioscler Thromb Vasc Biol (2021) 41(5):1675–93. doi:  10.1161/atvbaha.120.315525 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 123. Zhang J, Li Y, Chen Y, Yu X, Wang S, Sun H, et al. Circ-calm4 regulates hypoxia-induced pulmonary artery smooth muscle autophagy by binding Purb. J Mol Cell Cardiol (2023) 176:41–54. doi:  10.1016/j.yjmcc.2023.01.009 [DOI] [PubMed] [Google Scholar]
  • 124. Jing X, Wu S, Liu Y, Wang H, Huang Q. Circular RNA Sirtuin1 represses pulmonary artery smooth muscle cell proliferation, migration and autophagy to ameliorate pulmonary hypertension via targeting microRNA-145-5p/protein kinase-B3 axis. Bioengineered (2022) 13(4):8759–71. doi:  10.1080/21655979.2022.2036302 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 125. Jin X, Xu Y, Guo M, Sun Y, Ding J, Li L, et al. hsa_circNFXL1_009 modulates apoptosis, proliferation, migration, and potassium channel activation in pulmonary hypertension. Mol Ther Nucleic Acids (2021) 23:1007–19. doi:  10.1016/j.omtn.2020.09.029 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 126. Huang CX, Jiang ZX, Du DY, Zhang ZM, Liu Y, Li YT. Hsa_circ_0016070/micro-340-5p axis accelerates pulmonary arterial hypertension progression by upregulating TWIST1 transcription via TCF4/β-catenin complex. J Am Heart Assoc (2022) 11(14):e024147. doi:  10.1161/jaha.121.024147 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 127. Benincasa G, DeMeo DL, Glass K, Silverman EK, Napoli C. Epigenetics and pulmonary diseases in the horizon of precision medicine: a review. Eur Respir J (2021) 57(6):2003406. doi:  10.1183/13993003.03406-2020 [DOI] [PubMed] [Google Scholar]
  • 128. Zhang JR, Sun HJ. MiRNAs, lncRNAs, and circular RNAs as mediators in hypertension-related vascular smooth muscle cell dysfunction. Hypertens Res (2021) 44(2):129–46. doi:  10.1038/s41440-020-00553-6 [DOI] [PubMed] [Google Scholar]
  • 129. Chelladurai P, Seeger W, Pullamsetti SS. Epigenetic mechanisms in pulmonary arterial hypertension: the need for global perspectives. Eur Respir Rev (2016) 25(140):135–40. doi:  10.1183/16000617.0036-2016 [DOI] [PMC free article] [PubMed] [Google Scholar]

Articles from Frontiers in Immunology are provided here courtesy of Frontiers Media SA

RESOURCES