Abstract
Metastasis is the leading cause of cancer-associated mortality. Although advances in the targeted treatment and immunotherapy have improved the management of some cancers, the prognosis of metastatic cancers remains unsatisfied. Therefore, the specific mechanisms in tumor metastasis need further investigation. 6-O-endosulfatases (SULFs), comprising sulfatase1 (SULF1) and sulfatase 2 (SULF2), play pivotal roles in the post-synthetic modifications of heparan sulfate proteoglycans (HSPGs). Consequently, these extracellular enzymes can regulate a variety of downstream pathways by modulating HSPGs function. During the past decades, researchers have detected the expression of SULF1 and SULF2 in most cancers and revealed their roles in tumor progression and metastasis. Herein we reviewed the metastasis steps which SULFs participated in, elucidated the specific roles and mechanisms of SULFs in metastasis process, and discussed the effects of SULFs in different types of cancers. Moreover, we summarized the role of targeting SULFs in combination therapy to treat metastatic cancers, which provided some novel strategies for cancer therapy.
Keywords: SULF1, SULF2, HSPG, metastasis, therapeutic target
Introduction
Cancer is a serious public health challenge and the second leading cause of global mortality [1]. With earlier diagnosis, advances in local disease management and adjuvant therapies, the overall survival of patients with many solid cancers has increased [2,3]. However, metastatic diseases are still incurable to a large extent, which are responsible for over 90% of cancer-associated mortality [4-6]. The activation of invasion and metastasis is a crucial hallmark of cancer, but the understanding about specific process and mechanism of metastasis remains limited [7].
Metastasis is a multistep cell-biological process characterized by a series of molecular and phenotypic alterations, facilitating the dissemination and colonization of cancer cells from a primary tumor to distant organ sites [8,9]. Briefly, tumor metastasis process can be divided into 7 steps: 1) epithelial cells in primary tumors invade locally through surrounding extracellular matrix (ECM) and stromal cell layers, 2) intravasate into the lumina of blood vessels, 3) survive the rigors of transport through the vasculature, 4) arrest at distant organ sites, 5) extravasate into the parenchyma of distant tissues, 6) initially survive in these foreign microenvironments in order to form micro metastases, and 7) reinitiate their proliferative programs at metastatic sites, thereby generating macroscopic, clinically detectable neoplastic growths [6,9-11]. Each step of the invasion-metastasis is driven by the acquisition of genetic and/or epigenetic alterations within tumor cells and the interaction of nonneoplastic stromal cells. Firstly, mutations of some cancer-associated genes initiate and promote metastasis. Notably, the loss of cancer suppressor p53 or the mutation of proto-oncogene EGFR could allow cancer cells to acquire characteristics that are conducive to metastasis [12,13]. Secondly, some signaling pathways that can promote metastasis are activated in the process of late-stage cancer metastasis, such as TGF-β and WNT/β-catenin signals [14,15]. Thirdly, cancer cells in invasion-metastasis cascade may undergo morphological changes and develop mesenchymal phenotypes [7,16]. Moreover, the modulating of tumor microenvironment can impact metastasis as well, which is associated with immune cells and stromal cells [17,18].
In recent years, much attention has been paid to exploring novel molecules which can impact receptor binding and signal transduction. Heparan sulfate proteoglycans (HSPGs) are classical co-receptors for numerous heparan sulfate (HS) binding growth factors and cytokines, thereby influence receptor complex formation and cell signaling [19-21]. The 6-O-endosulfatases (SULFs), including SULF1 and SULF2, are enzymes which selectively remove 6-O-sulfate groups from HS [22]. Consequently, SULFs can modulate structure and function of HS and regulate some critical biological pathways [23,24]. Dysregulation of SULFs has been reported in numerous cancers, correlating with tumor metastasis [25,26]. In this review, our primary focus is the comprehensive analysis of SULFs’ functions in the process of tumor metastasis, aiming to offer potential therapeutic strategies for metastatic cancer.
The structure and function of HSPGs and SULFs
HSPGs are evolutionarily ancient subclass of proteoglycans which are composed of core protein and covalently attached HS glycosaminoglycan chains [27-29]. Based on their subcellular location, HSPGs are divided into three categories: extracellular HSPGs, exemplified by perlecan and type XVIII collagen; membranal HSPGs, represented by syndecans and glypicans; and the sole intracellular HSPG, serglycin [28,30,31]. HSPGs can bind to numerous bio-active molecular ligands, act as scaffolds for protein connections, and regulate receptor complexes formation by their HS chains [32,33]. Therefore, the structure and modification of HS chains become key points of HSPGs biological functions [33,34]. Following their biogenesis in endoplasmic reticulum and Golgi apparatus, HS chains experience various of modifications including N-deacetylation and N-sulfation, epimerization and O-sulfation. Subsequent post-synthetic modifications are catalyzed by heparinase and SULFs. Among them, heparinase cleave HS chains at the level of glucuronic acid residues, while SULFs catalyze the hydrolysis of 6-O sulfates [35]. These processes influence the interaction of HS chains and their ligands, thereby modulating a series of biological behaviors including cell growth and adhesion, as well as tumor progression and metastasis [36] (Figure 1A).
Figure 1.
The structure and function of HSPGs and SULFs. A. HSPGs are divided into extracellular, membranal and intracellular subtypes according to their cellular location. HSPGs are composed of the core proteins and HS chains. After biogenesis HSPGs undergo a series of modifications, among them SULFs catalyze hydrolysis of 6-O sulfates. B. The biogenesis of SULFs. SULFs are synthesized as preproproteins. After removal of the signal peptide, SULFs are cleaved by the furin-type proteinase and the fragments are joined by disulfide bonds. GlcA: glucuronic acid, GlcNAc: N-acetyl glucosamine, 2-OST: 2-sulfotransferase, 3-OST: 3-sulfotransferase, 6-OST: 6-sulfotransferase, NDST: N-deacetylase/N-sulfotransferase, GLCE: glucuronic acid epimerase, HPSE: heparinase.
SULFs attracted researchers’ attention in 2001 when Dhoot G.K. et al. identified SULF1 and discovered that SULF1 could regulate HSPG-dependent WNT and FGF signaling by releasing them from HSPGs [37,38]. Subsequently, a closely related protein which shared similar structural domain with SULF1 was identified as SULF2. Both SULF1 and SULF2 are heterodimers linked by disulfide bond, and studies have revealed that SULFs are initially synthesized as preproproteins, then cleaved into N-terminal 75-kDa subunits and C-terminal 50-kDa subunits by furin-type proteinase [39,40]. SULFs are composed of three functional regions: the N-terminal sulfatase catalytic regions, the hydrophilic domain (HD) which bind to HS chains, and the end of C-terminal subunits which have significant homology to glucosamine-6-sulfatase and play roles of specific recognition regions [35,41,42] (Figure 1B). After secreted into extracellular matrix (ECM), SULFs participate in modifications of HS chains and regulate the HS-dependent cell signaling. SULFs can modulate not only FGF and WNT signaling, but also the HS-binding growth factors family like hepatocyte growth factor (HGF), platelet-derived growth factor (PDGF), vascular endothelial growth factor (VEGF), Transforming growth factor-β (TGF-β), and some downstream pathways such as AKT, MAPK, NF-kB, etc. Numerous previous studies have verified the significant roles of SULFs in tumor initiation and progression [25,43-45].
Despite similar structure and substrate specificity of SULF1 and SULF2, the pathological function of these two enzymes in cancer is distinct [46,47]. Previous studies have revealed the oncogenic roles of SULF2 across various cancer types [40,41]. However, the role of SULF1 in tumorigenesis and tumor progression seems inconsistent. In ovarian cancers and breast cancers, SULF1 can inhibit tumor progression and reduce chemoresistance of cisplatin, while the overexpression of SULF1 in colorectal cancer (CRC) and pancreatic cancer is usually connected with advanced stages and poor prognosis [48-51].
Specific mechanisms of SULFs in tumor metastasis
The roles of SULF1 and SULF2 in tumor metastasis exhibit variability across different types of cancers. Previous studies have demonstrated the pro-metastasis roles of SULF2 in most cancers, while the functions of SULF1 vary according to types of cancers [47,52]. Therefore, SULFs may regulate tumor metastasis via different molecular mechanisms. Desulfation of HSPGs is the essential mechanism of SULFs in regulating metastasis. Based on this mechanism, SULFs can influence the reprogramming of tumor microenvironment (TME) and epithelial mesenchymal transition (EMT) process in metastasis. Moreover, epigenetic modifications of SULF1 and SULF2 play critical roles.
SULFs regulate tumor metastasis by HSPGs associated pathways
The 6-O sulfation of HS chains has been proved to regulate the binding of HSPGs to ligands and receptors, which influence metastasis pathways either directly or indirectly [53]. SULFs mainly regulate HSPGs associated pathways through different methods. On the one hand, 6-O sulfated HS chains are common storage sites for many bio-active ligands, and SULFs can facilitate the release of these ligands. On the other hand, SULFs may influence the co-receptor complexes formation and regulate the downstream signaling [38,54,55]. In this text, these mechanisms of SULFs are discussed according to HSPGs associated signaling pathways in tumor metastasis, such as WNT/β-catenin, TGF-β/SMAD, FGF and other HS-binding growth factors (GFs). Moreover, some downstream pathways indirectly regulated by SULFs are involved as well (Figure 2).
Figure 2.

Specific mechanisms of SULFs in tumor metastasis. SULFs mainly regulate tumor metastasis through influencing the HS-related signaling pathways. For each, the modifications of HS-chains by SULFs can affect the release of bio-active ligands or the formation of co-receptor complex. Various pathways are involved in and regulate the metastasis associated processes including proliferation, migration, invasion, EMT, angiogenesis and TME remodeling.
WNT/β-catenin
WNT refers to a cluster of secreted glycoproteins. Up to now, researchers have identified 19 WNT ligands, which serve diverse functions in regulation of different pathways [56]. Among them, WNT1, WNT3A and WNT8 activate the canonical WNT pathway by binding to frizzled and lipoprotein receptor 5/6, subsequently triggering the nuclear functions of β-catenin. Meanwhile, WNT5 and WNT11 activate small GTPases and the protein kinase JNK, which is the non-canonical pathway. Both pathways play important roles in tumor initiation and progression [57,58]. HSPGs function as co-receptors and storage sites of WNT ligands, while SULFs predominantly influence the canonical WNT/β-catenin pathway in tumor metastasis [59]. In gastric cancer, SULF1 inhibits cell invasion by downregulating β-catenin and downstream Cyclin D1 and c-Myc [60]. Moreover, studies in prostate cancer reported that SULF1 could reduce WNT3a-driven bone metastasis [61]. As for SULF2, most recent researches proved pro-metastasis function of SULF2 by activating WNT/β-catenin pathway. In CRC, both SULF1 and SULF2 were reported to alter HS chains substitution pattern, thereby increase the accumulation of active β-catenin and induce invasiveness of cancer cells [62]. In another example, SULF2 was reported to form a ternary complex with WNT3A and transmembrane HSPG glypican 3 (GPC3). Then the desulfation of GPC3 by SULF2 enhanced the release of WNT proteins, promoting their binding with Frizzled receptors [63]. Roughly, SULF2 is recognized for promoting tumor metastasis by activating WNT signaling pathway, while the role of SULF1 alters in different cancers.
TGF-β/SMAD
TGF-β is a multifunctional cytokine which plays crucial roles in malignant evolution of cancer cells [64]. TGF-β can bind to type II receptor, attribute to phosphorylation of type I receptor and SMADs, then activate downstream genes [65]. The TGF-β signaling pathway can modulate tumorigenesis, cell invasion and microenvironment modification in diverse cancers [66]. SULFs mainly regulate TGF-β signaling pathway by desulfating HS chains, thereby enhancing the release of TGF-β. SULF1 has been found upregulated in HCC and is associated with poor prognosis [67]. Renumathy Dhanasekaran et al. found that SULF1 could inhibit the interaction of TGFβ1 and its sequestration receptor TGFBR3. Consequently, overexpression of SULF1 could promote TGFβ1 secretion and lead to activation of downstream signaling, then enhance HCC cells migration and invasion [68,69]. Likewise, SULF2 can induce TGF-β signaling in similar methods. In pancreatic ductal adenocarcinoma (PDAC), SULF2 induces the TGF-β/SMAD pathway by regulating GDF15, a member of the TGF-β superfamily [70]. The activation of TGF-β/SMAD pathway by SULF2 was also reported in lung cancers, which contributed to invasiveness of tumor cells [44,71]. In conclusion, TGF-β signaling is a key player in tumor metastasis, and SULFs exhibit similar functions of activating TGF-β signaling via HSPG-mediated methods, thereby promoting tumor metastasis in vitro and in vivo.
FGF
The fibroblast growth factors (FGF) and their corresponding receptors play critical roles in various biological processes, especially differentiation, proliferation and tumorigenesis [72,73]. FGFs bind to and dimerize cognate receptors, then interact with HSPGs and establish stable ligand/receptor complexes [74]. The desulfation of HS chains by SULFs may influence the functions of HSPGs and accordingly regulate FGF signaling pathway [75]. Recent studies proved the distinct modifications of HS chains mediated by SULF1 and SULF2 [42,76]. Generally, SULF1 is regarded as an inhibitor for FGF signaling. In breast cancers, it was reported that transcriptional silence of SULF1 under hypoxia could enhance FGFR2 phosphorylation, thereby facilitating cell migration and invasion [77]. Similarly, researches in head and neck squamous carcinoma (HNSC) also showed that SULF1 could inhibit tumor metastasis by downregulating FGF signaling [78]. In contrast, SULF2 was reported to exert different functions. Further exploration in HCC by Lai JP et al. revealed that SULF2 could promote FGF signaling by upregulating GPC3, leading to increased FGF2 binding and inducing tumor growth and metastasis [79]. Previous experiments have concluded the distinct function of SULF1 and SULF2 in modulating the FGF signaling pathway.
Other HS-binding GFs signaling pathways
Apart from the signaling pathways mentioned above, other HS-binding growth factors can be modulated by SULFs as well. EGFR is the transmembrane receptor for various ligands including epidermal growth factor (EGF), heparin-binding EGF (HB-EGF), transforming growth factor α (TGF-α) and amphiregulin (AR) [80]. SULF1-mediated desulfation of cell surface HSPGs has been implicated in the reduction of EGFR phosphorylation, leading to the inhibition of tumor metastasis [81,82]. In contrast, SULF2 could increase the release of EGFR ligands and induce the downstream pathways. Recent researches in HCC found that SULF2 stimulated EGFR signaling and facilitated lipocalin 2 transcription, thereby induced tumor progression [83]. Another set of growth factors, hepatocyte growth factors (HGFs), and their receptor c-Met are linked to tumorigenesis and metastasis [84]. As shown in previous work, SULF1 was regarded as a suppressor of HGF signaling, which consequently promoted apoptosis of HCC cells [85]. Researches also revealed that downregulation of SULF1 by EZH2 could facilitate phosphorylation of c-Met and activation of downstream signaling in chondrosarcomas [86]. PDGFs are firstly identified in active platelet and belong to HS-binding GFs family [87]. They can bind to PDGF receptors and promote their dimerization and phosphorylation, thereby regulate various downstream pathways and promote cancer progression and metastasis [88]. Recent researches reported that SULF2 knockdown in glioblastoma caused remarkable decrease of PDGFRα activation, and overexpression of SULF2 in cholangiocarcinoma induced PDGFRβ and downstream YAP signaling activation [45,89]. Additionally, dysregulation of SULFs in many cancer types can impact VEGFs, thereby modulating angiogenesis - an integral process in metastasis [90,91].
Indirectly activated signaling pathways
In addition to binding with heparan sulfate (HS) growth factors, SULFs play a pivotal role in indirectly regulating numerous classical signaling molecules and pathways associated with tumors, exerting either pro- or anti-metastatic functions. Predominantly implicated pathways include MAPK and PI3k/AKT. As formerly published, experiments in lung cancer and ovarian cancer cells demonstrated that loss of SULF1 could induce tumorigenesis and metastasis via activating phosphorylation of ERK and AKT [92,93]. Additionally, in malignant mesothelioma, overexpression of Syndecan-1 could impede the release of SULF1, consequently stabilizing heparan sulfate (HS) chains and activating the MAPK pathway [94]. Conversely, SULF2 was reported to activate the MAPK and AKT pathways in several kinds of cancers [95,96]. Signal transducer and activator of transcription 3 (STAT3) plays significant roles in cell proliferation, differentiation, metabolism and malignant characteristic [97,98]. Canonical STAT3 signaling is initiated by Janus kinase (JAK), while the non-canonical pathway exhibit crosstalk with MAPK or AKT signaling [99]. Researchers found that exogenous SULF1 in breast cancer could inhibit STAT3 phosphorylation in non-canonical signaling pathway independent of JAK2, then induce cell cycle arrest and inhibit cell migration and invasion [100]. Contrastingly, recent studies have reported that SULF2 influences the canonical JAK/STAT3 signaling. For example, SULF2 could induce HCC growth and migration by upregulating GLI1 and transcriptionally activating JAK/STAT3 signaling [101]. Furthermore, the overexpression of SULF2 induced by radiotherapy could induce interleukin-6 secretion, then increase STAT3 phosphorylation and mediate malignant effects [102,103]. Moreover, NF-κB, the critical transcription factor in immune and inflammation responses could be promoted by SULF2 [104]. SULF2 could activate NF-κB signaling and stimulate the secretion of inflammatory cytokines in HCC by upregulating GPC3 [105]. These results have illuminated the functions of SULFs in indirectly regulating various metastasis signaling pathways.
SULFs regulate tumor metastasis by reprogramming TME
Tumor microenvironment (TME) is constituted by not only malignant cells, but also the fibroblasts, stromal cells, immune cells and vasculature, which exert different functions in tumor initiation and progression [106,107]. Reprogramming of the TME mainly influences the metastasis process in 3 different ways including angiogenesis, ECM reorganization and immune response alteration [108-110]. Recent studies have focused on the roles of SULFs in TME reprogramming. Firstly, as HSPGs participate in composition of ECM, SULFs serve as important ECM-related molecular capable of modulating ECM reorganization. SULF1 was identified as a hub ECM gene in bladder cancers and gastric cancers, potentially influencing the maintenance of tissue homeostasis and patient prognosis [111,112]. Immuno-histochemistry (IHC) assays in cancer tissues showed high expression of SULF1 in stromal cells, which could independently predict lymph node metastasis [113]. SULF2 is also related to ECM remodeling. For example, the cancer associated fibroblasts of HCC could release stromal SULF2 into ECM, which could influence the modification of GPC3 in ECM and promote HCC metastasis by activating downstream molecules like β-catenin, STAT3 and NF-κB [114]. Furthermore, researchers indicated that high expression of SULF2 in hepatic stellate cells could increase the levels of collagen I and α-SMA, thereby promoting liver fibrosis, which is an important risk factor for HCC [115]. Secondly, SULFs could modulate tumor angiogenesis in the metastasis process, mainly through VEGF signaling pathway. Researchers found that loss of SULF1 in several types of cancers could facilitate phosphorylation of VEGFR2 and promote angiogenesis [116]. And investigations in human umbilical vein endothelial cells (HUVEC) indicated that silence of SULF1 could promote cell proliferation under stimulation of VEGF, FGF2 and HGF [90]. However, SULF2 were suggested to promote angiogenesis in vitro and in vivo. On the one hand, overexpression of SULF2 by the telomeric protein TRF2 in the vasculature of many cancer types could induce VEGF-A release, then promote HUVEC cells differentiation and tubule-formation [91]. On the other hand, studies in endothelial tip cells indicated that SULF2 could upregulate VEGFR2 and the co-receptor NRP, thereby facilitate VEGFA-induced sprouting angiogenesis [117]. Moreover, SULF1 and SULF2 were reported as immune regulators, stimulating macrophage phagocytosis and antigen presentation in response of proinflammatory stimuli and inflammation [118]. In bladder cancers, researchers also demonstrated that SULF2 could promote M2 polarization of macrophage via increasing IL-8 release and activating JAK/STAT3 signaling [119]. SULF1 was upregulated in gastric cancers and positive related to CD8+ T cells, CD4+ T cells and macrophage infiltration [120]. Further investigations in the mechanisms of how SULFs regulate immune response and tumor progression are needed.
SULFs regulate tumor metastasis by affecting EMT process
EMT is an essential biological procedure in which cells lose epithelial characteristics (e.g., cell polarity and adhesion) and transform into mesenchymal phenotypes [121,122]. The EMT process encompasses diverse morphological and functional alterations of related cells, along with downregulation of epithelial markers like E-cadherin and upregulation of mesenchymal markers such as N-cadherin and vimentin [123]. EMT significantly augments the aggressive behavior of tumor cells, facilitating their invasion of adjacent or distant tissues and thereby contributing to tumor metastasis [124,125]. In the prevailing view, SULF1 and SULF2 exerted different functions in EMT process. Traditionally identified as an EMT inhibitor, SULF1 was shown in recent studies to suppress hepatocellular carcinoma (HCC) cell EMT by inhibiting the MAPK and AKT pathways [126]. Moreover, Mahmoud et al. made further exploration of SULF1 in HCC by constructing overexpressed and knockdown murine HCC cell lines. Their findings revealed that SULF1 could attenuate HCC cells EMT by downregulating mesothelin, thus inhibit cells growth and invasion in vitro and in vivo [127,128]. In contrast, SULF2 was reported to upregulate SNAI1 and vimentin to promote EMT in HCC [129]. Additionally, researches in breast cancer showed SULF2 could promote activity of MMP9, and overexpression of SULF2 in prostate cancer contributed to upregulation of mesenchymal markers CD44, N-cadherin and vimentin [130,131]. In conclusion, SULF1 and SULF2 play different roles in EMT regulation, which is an important process in tumor metastasis.
Epigenetic modification of SULFs modulate tumor metastasis
Besides regulating HS-related pathways, tumor microenvironment and EMT process, different types of epigenetic modification in SULFs can also influence the metastasis process in several cancers. Alternative splicing (AS) is one kind of critical post-transcriptional modification which produces diverse mRNA transcripts by differential ligation of 3’ and 5’ end in exons [132,133]. During recent decades, several different AS of SULFs were discovered and reported in metastasis process. For instance, researchers isolated two different AS of SULF1 which were named as SULF1A and SULF1B. Further investigation showed that SULF1A and SULF1B exerted opposing functional activities in regulating angiogenesis and WNT signaling [134]. And the first effective tumor-specific SULF2 AS was found in lung tumor samples, which could induce HGF and MAPK signaling [135]. More recent studies verified the expression of various short AS variants of SULF1 and SULF2 in PDAC and breast cancers. In PDAC, the expression of SULF1/SULF2 variants showed distinctions in different regions and different stages in PDAC progression. Specifically, SULF1 variants were consistently expressed in epithelial acinar cells, while SULF2 variants mainly located in stromal cells. Both variants could reduce the facilitation of cell growth by SULF1 and SULF2. In breast cancers, researchers showed that SULFs short AS contributed to lymphatic metastasis [136-138]. Epigenetic silencing of SULFs were also reported in many types of cancers. In ovarian cancers, researchers demonstrated that the overexpression of variant hepatic nuclear factor 1 (vHNF1) inhibited SULF1 transcription via binding to its promoter, which also contributed to cisplatin resistance [139]. The demethylating agent 5’-aza-2’-deoxycytidine could reverse the epigenetic silencing of SULF1 and restore sensitivity to chemotherapy [48]. Similarly, Tessema et al. also showed the methylation silencing of SULF2. SULF2 methylation could inhibit tumor metastasis and sensitize tumor cells to topoisomerase-1 inhibitors, thereby improve the overall survival [140]. These results had demonstrated the epigenetic modifications of SULFs could impact tumor metastasis and tolerance to chemotherapeutics.
Distinct functions of SULFs in metastasis of different types of cancers
SULFs can regulate tumor metastasis through different mechanisms. Although SULF1 and SULF2 obtain similar molecular structure and exert analogous desulfation functions toward HS chains, their biological behaviors vary from different types of cancers. We analyzed the expression of both SULF1 and SULF2 in TCGA database and the results were showed in Figure 3. In our review, the concrete roles of SULFs in different types of cancers are summarized, which can facilitate researchers to realize the relationship between SULFs and tumor metastasis. The detailed information is concluded in Table 1.
Figure 3.
The expression of SULFs in different types of cancers. A, B. SULF1 and SULF2 have similar structure and desulfation function, but their expression varies in different cancers. The results were analyzed in TCGA database. GBMLGG: glioblastoma and low-grade glioma, GBM: glioblastoma multiforme, LGG: low-grade glioma, CESC: cervical squamous cell carcinoma, LUAD: lung adenocarcinoma, COAD: colon adenocarcinoma, COADREAD: colon adenocarcinoma and rectum adenocarcinoma, BRCA: breast invasive carcinoma, ESCA: Esophageal carcinoma, STES: stomach and esophageal carcinoma, KICH: kidney chromophobe, KIRP: kidney renal papillary cell carcinoma, KIRC: kidney renal clear cell carcinoma, KIPAN: pan-kidney cohort, STAD: stomach adenocarcinoma, PRAD: prostate adenocarcinoma, UCEC: uterine corpus endometrial carcinoma, HNSC: head and neck squamous cell carcinoma, LUSC: lung squamous cell carcinoma, LIHC: liver hepatocellular carcinoma, THCA: thyroid carcinoma, PAAD: pancreatic adenocarcinoma, BLCA: bladder urothelial carcinoma, CHOL: cholangiocarcinoma.
Table 1.
The functions of SULFs in different types of cancers
| Cancer type | Functional SULFs | Specific functions in metastasis | Molecular mechanisms and related pathways | Ref. |
|---|---|---|---|---|
| HCC | SULF1 | Downregulated by LOH and methylation silencing | Influence of epigenetic modification | [85,142] |
| Suppress proliferation, invasion and EMT, inhibit lymphatic metastasis | Attenuate AKT and MAPK pathways | [126,128,164] | ||
| Promote migration, invasion and EMT | Activate HS-related TGF-β/SMAD pathway | [68] | ||
| SULF2 | Increase macrophage migration and recruitment, promote EMT process | Activate NF-κB and STAT3 pathways, remodel TME | [114,129] | |
| Promote proliferation, migration and invasion | Promote proliferation, migration and invasion | [63,79] | ||
| Promote angiogenesis and liver fibrosis | Activate HS-related TGF-β/SMAD pathway, remodel TME | [115,143] | ||
| Breast Cancer | SULF1 | Downregulated by LOH and methylation silencing | Influence of epigenetic modification | [145] |
| Suppress proliferation, migration and invasion, induce cell cycle arrest and apoptosis | Attenuate HS-related FGF, HGF, and downstream AKT, MAPK, STAT3 pathways | [52,77,100] | ||
| Inhibit angiogenesis | Attenuate HS-related FGF and VEGF pathways, remodel TME | [90] | ||
| SULF2 | Promote angiogenesis and lymph angiogenesis | Activate HS-related VEGF pathway, remodel TME | [146,165] | |
| Transform DCIS into invasive ductal carcinoma | Not mentioned | [131] | ||
| CRC | SULF1 | Overexpress in advanced and metastatic CRC, associate with poor prognosis | Not mentioned | [50,166] |
| Promote proliferation and invasion | Activate HS-related FGF and WNT pathways | [62,149] | ||
| SULF2 | Promote angiogenesis | Activate HS-related VEGF pathway, remodel TME | [91] | |
| Serve as biomarkers of microenvironment and invasion | Not mentioned | [149-151] | ||
| Promote proliferation, migration and invasion | Activate HS-related WNT and downstream MAPK, AKT pathways | [62,96] | ||
| NSCLC | SULF1 | Suppress proliferation and tumorigenesis in previous views | Modulate AKT and MAPK pathways | [93,153,154] |
| Upregulated in NSCLC tissues by broader analyses | ||||
| SULF2 | Promote γ-Irradiation-Induced metastasis | Not mentioned | [167] | |
| Inhibit metastasis while methylated silenced | Influence of epigenetic modification | [140] | ||
| Promote migration, invasion and EMT | Activate HS-related WNT and TGF-β/SMAD pathways | [44,155] | ||
| Ovarian Cancer | SULF1 | Downregulated by LOH and methylation silencing | Influence of epigenetic modification | [48,139] |
| Reduce micro vessel density and inhibit angiogenesis | Attenuate HS-related FGF and VEGF pathways, remodel TME | [90,116] | ||
| Suppress proliferation and invasion, induce cell apoptosis | Attenuate AKT and MAPK pathways | [92] | ||
| GBM | SULF2 | Overexpressed in mesenchymal and pro-neural subtypes GBM | Positively correlate with PDGFRA expression | [160,163] |
| Promote proliferation, migration, and invasion | Activate HS-related PDGF pathway | [89] | ||
| Prostate Cancer | SULF2 | Promote migration, invasion and EMT | Activate HS-related WNT pathway | [130] |
| Bladder Cancer | SULF2 | Promote polarization of M2 macrophages | Activate IL8/STAT3 pathway, remodel TME | [119] |
| Serve as diagnostic and prognostic marker, promote lymph node metastasis | Not mentioned | [168] |
SULF1 and SULF2 have been reported to influence tumor metastasis of HCC, breast cancers, NSCLC, CRC, ovarian cancers, GBM, prostate cancers and bladder cancers. The specific mechanisms are showed above.
Hepatocellular carcinoma
Hepatocellular carcinoma (HCC) is the most prevalent form of liver cancer, which ranks the third leading cause of cancer-associated mortality [141]. Previous evidence uncovered the abnormal expression of SULFs in HCC. In the prevailing view, SULF1 was defined as a tumor-suppressor in HCC. Lai et al. reported the methylation silencing and loss of heterozygosity (LOH) in SULF1, which downregulated SULF1 and facilitated tumor growth and inhibited chemotherapy apoptosis [85,142]. The anti-metastasis role of SULF1 was also demonstrated though suppression of AKT and MAPK signaling [126]. However, further studies in some HCC revealed that high expression of SULF1 was associated with poor prognosis, and SULF1 could increase TGFβ releasing and promote invasion and EMT [68]. Unlike the controversial function of SULF1 in HCC, SULF2 was proved as an oncogenic factor. It was demonstrated that overexpression of SULF2 could stimulate HCC cells migration, invasion and EMT by activating HS-related TGF-β, FGF, WNT signaling, as well as TME reorganization [19,63,79,143]. In summary, both SULFs participate in HS-related pathways and TME regulation, but the specific role of SULF1 in HCC need further investigation.
Breast cancer
Breast cancer remains the foremost contributor to both cancer incidence and mortality among women [144]. Different effects of SULFs have been reported in breast cancer. SULF1 is downregulated in breast cancer cells and tissue samples, which is correlated with high methylation of 5’ promoter region [145]. SULF1 can influence numerous processes in metastasis of breast cancer such as migration, invasion, EMT, angiogenesis and induce cell cycle arrest and apoptosis [77,100]. These effects are mainly associated with the modulation of HS-related pathways. In contrast, SULF2 is usually regarded as a promoter of metastasis in breast cancer. Ashwani Khurana et al. provide substantiation that SULF2 could prompt the transition from ductal carcinoma in situ (DCIS) to more invasive ductal carcinoma [131]. Further studies also showed significant effect on HS-related pathways mediated by SULF2 [146,147]. With the recent advances, SULF1 and SULF2 exhibit contrasting functions in breast cancer while modulate similar signaling pathways.
Colorectal cancer
Researches in CRC showed consistent oncogenic functions of SULF1 and SULF2 [47,148]. SULFs were considered promising invasion-related biomarkers. Anastasia et al. demonstrated that SULFs could be defined as potential microenvironment factors in CRC, while the augmented cell migration activity was also proved through exogenous SULF1 and SULF2 [62,149]. More recent gene analysis showed that SULF2 upregulation might account for local invasion of CRC [150]. In addition, SULF2 was regarded as one of microsatellite instability (MSI) biomarkers, whose identification could reflect assessment of therapy stratification and overall survival [151].
Non-small cell lung cancer
Lung cancer is the most common type of cancer and the leading cause of cancer-associated morality. Non-small cell lung cancer (NSCLC) represents about 80-85 percent of lung cancers [152]. In the past debates, SULF1 was identified as an inhibitor of MAPK and AKT signaling, thereby suppressed tumor progression and metastasis [93]. However, more recent studies showed that NSCLC tissues expressed higher level of SULF1 compared with nonmalignant adjacent tissues [153]. Overexpression of SULF1 could facilitate migration and invasion of NSCLC cells [154]. SULF2 were defined as an oncogene for NSCLC. Previously investigations revealed that SULF2 could promote tumor metastasis through activating TGF-β/SMAD and WNT signaling pathways [44,155]. In a word, the current view is that SULFs are consistently served as promoter of NSCLC.
Ovarian cancer
Ovarian cancer is the fourth most common cancer of female worldwide [156]. Abundant of researches have showed that SULF1 is a known suppressor in ovarian cancers [157]. The role of inhibiting metastasis by SULF1 is reflected through several aspects. Firstly, the loss of SULF1 in ovarian cancer is caused by LOH and epigenetic silencing, as well as upregulation of suppressive transcription factor vHNF [48,139]. Secondly, SULF1 participate in remodeling of microenvironment through inhibiting angiogenesis [90,116]. Thirdly, SULF1 regulate metastasis process via HS-related GF signaling [54,92]. Moreover, researchers also found that single nucleotide polymorphisms (SNPs) of SULF1 could alter the aggressiveness and prognosis of ovarian cancers [158]. However, there were few studies about SULF2 in ovarian cancer, which still need more investigation to explore the specific mechanisms.
Glioblastoma multiforme
Glioblastoma multiforme (GBM) represents about 80% of the malignant brain tumors in adults [159]. The dysregulation of HS-related GF and RTK signaling plays a pivotal role in facilitating the invasive properties of GBM cells within neighboring brain tissues [160,161]. Therefore, SULFs have been regarded as crucial regulator in GBM. Previous studies showed that expression of SULF1 and SULF2 depended on different GBM subtype [162]. For example, SULF1 was downregulated in classical and neural GBM, related to amplification of EGFR. Meanwhile, enrichment expression of SULF2 in mesenchymal and pro-neural GBM was associated with abnormal PDGFRα stimulation [160,163]. Phillips et al. verified the decreased PDGFRα activation in SULF2 knock-out mice, and SULF2 mainly regulated HS-related pathways in pro-neural type of GBM [89]. In brief, SULFs exhibit different expression in different subtypes of GBM, and affect GBM development and metastasis together.
SULFs are promising targets of adjuvant therapy in metastatic cancers
Except for surgery resection, adjuvant therapy also plays critical roles in the treatment of malignant solid tumors [169]. Adjuvant treatments consist of chemotherapy, radiotherapy, immunotherapy, etc. [170]. However, the efficacies of these therapeutics are still limited by adverse effect, drug susceptibility and tolerance. In recent evidence, more and more studies paid attention to roles of SULFs in neoadjuvant therapy. Firstly, SULFs regulate adverse effects of adjuvant therapies, particularly in radiotherapy. γ-irradiation is the most common used ionizing radiation method. However, it may induce invasion of cancer cells, posing a major challenge for radiotherapy. Interestingly, Jung et al. revealed that γ-irradiation-induced invasion were mediated by SULF2. Their findings showed that the transcriptional upregulation of SULF2 induced by ionizing radiation could promote the invasiveness of cancer cells via STAT3 and β-catenin pathways [102,171]. Further investigation suggested that dendrobine could inhibit ionizing radiation-induced invasion through suppressing SULF2 expression and ionizing radiation-induced signaling [167]. Secondly, SULFs could impact the therapeutic sensitivity of drugs or radiotherapy, which is a promising target for combination therapy. It was reported that high expression of SULF1 could enhance the efficacy of Palbociclib, a CDK4/6 inhibitor, in inducing cell cycle arrest and apoptosis, thus inhibiting proliferation, EMT and invasion in triple-negative breast cancer [100]. In HCC, researchers reconstructed radiation-inducible oncolytic adenovirus over-expressing SULF1 and transferred them into HCC cells. The over-expression of SULF1 induced by I131 radiation could enhance cellular sensitivity to radioimmunotherapy [172]. Moreover, the deactivation of SULF2 via mutation or inhibitors exhibited an increased susceptibility of liver cancer to sorafenib [83]. Thirdly, SULFs mediated chemotherapy resistance in many types of cancers. For example, cisplatin is a common antitumor drug which is widely applied in lung cancer, ovarian cancer, prostate cancer, HNSC and malignant lymphoma. Many previous studies showed loss of SULF1 in HCC, malignant mesothelioma, HNSC and especially ovarian cancer contributed to cisplatin resistance [78,85,173-175]. In contrast, artificially knocking down SULF2 could decrease cisplatin resistance in cholangiocarcinoma, and monoclonal antibody targeting SULF2 could inhibit cholangiocarcinoma progression [45]. OKN-007, one enzymatic activity inhibitor of SULF2, could suppress tumor growth and metastasis in HCC and GBM [176,177]. The combination therapy value of OKN-007 with other drugs were also validated in HCC and GBM [83,178,179]. Collectively, these findings underscore the significant role of SULFs in influencing adjuvant therapy and present promising novel targets for therapy.
Conclusion and prospect
Tumor metastasis constitute a complex multistep biological process characterized by the dysregulation of pivotal molecules and signaling pathways, remaining the predominant cause of mortality in malignant solid tumors. This review predominantly centers on elucidating the role of SULFs in modulating tumor metastasis. SULF1 and SULF2 contain similar regions which can selectively cut out 6-O-sulfate group from HS chains of HSPGs. For this reason, modification of HSPGs by SULFs accounts for the primary mechanism of SULFs in modulating metastasis process.
Recent researches have showed that SULF2 appears to promote tumor progression and metastasis, but the function of SULF1 is still controversial. In the majority of cancers, SULF1 act as an inhibitor to tumor progression and metastasis. However, conflicting studies indicate a pro-metastasis role of SULF1 in specific cases of HCCs, CRCs, and NSCLCs. This suggests that SULF1 may exert varied effects on tumor metastasis within certain cancer contexts.
Researchers dedicated significant attention to the intricate interplay between cancer cells and their microenvironment in the quest for cancer therapy. SULFs play a crucial role in modifying HSPGs within the tumor microenvironment, impacting the availability of exogenous ligands. Targeting SULFs show a noteworthy reduction in adverse effects and drug resistance, accompanied by an enhancement in therapeutic sensitivity. Except for previously reported adenovirus, inhibitor or antibodies, we advocate for the exploration of genetic and biological methods to target SULFs. Advanced nanomedicine systems, such as liposomes, supramolecules, dendrimers, in conjunction with aptamers, offer promising avenues for delivering small-molecule inhibitors or gene segments to target SULFs within cancer cells. And the RNA therapeutics targeting SULFs, including small interfering RNAs (siRNA), microRNAs (miRNA), antisense oligonucleotides (ASOs), can be enveloped into the nanomedicine system [180,181]. Given the direct or indirect regulation of numerous signaling pathways by SULFs, we propose potential synergistic effects by combining signaling inhibitors with SULFs-targeted therapeutics. In conclusion, we summarized the roles of SULFs in tumor metastasis, and elucidated the potential application of targeting SULFs in tumor adjuvant therapy.
Acknowledgements
The authors would like to thank Dr. Fei Xiong (Biliary-Pancreatic Surgery, Tongji Hospital) for kindly providing assistance of AI operation. This study was funded by the National Natural Science Foundation of China (No. 82203802).
Disclosure of conflict of interest
None.
Abbreviations
- SULFs
6-O-endosulfatases
- SULF1
sulfatase 1
- SULF2
sulfatase 2
- HSPG
heparan sulfate proteoglycans
- ECM
extracellular matrix
- TME
tumor microenvironment
- TGF-β
Transforming growth factor-β
- EMT
epithelial mesenchymal transition
- FGF
fibroblast growth factors
- VEGF
vascular endothelial growth factor
- AS
Alternative splicing
- STAT3
Signal transducer and activator of transcription 3
- HCC
Hepatocellular carcinoma
- CRC
colorectal cancer
- GBM
Glioblastoma multiforme
References
- 1.Siegel RL, Miller KD, Wagle NS, Jemal A. Cancer statistics, 2023. CA Cancer J Clin. 2023;73:17–48. doi: 10.3322/caac.21763. [DOI] [PubMed] [Google Scholar]
- 2.Xie X, Li Y, Lian S, Lu Y, Jia L. Cancer metastasis chemoprevention prevents circulating tumour cells from germination. Signal Transduct Target Ther. 2022;7:341. doi: 10.1038/s41392-022-01174-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Klein CA. Cancer progression and the invisible phase of metastatic colonization. Nat Rev Cancer. 2020;20:681–694. doi: 10.1038/s41568-020-00300-6. [DOI] [PubMed] [Google Scholar]
- 4.Fu A, Yao B, Dong T, Cai S. Emerging roles of intratumor microbiota in cancer metastasis. Trends Cell Biol. 2023;33:583–593. doi: 10.1016/j.tcb.2022.11.007. [DOI] [PubMed] [Google Scholar]
- 5.Bai S, Wei Y, Liu R, Chen Y, Ma W, Wang M, Chen L, Luo Y, Du J. The role of transient receptor potential channels in metastasis. Biomed Pharmacother. 2023;158:114074. doi: 10.1016/j.biopha.2022.114074. [DOI] [PubMed] [Google Scholar]
- 6.Valastyan S, Weinberg RA. Tumor metastasis: molecular insights and evolving paradigms. Cell. 2011;147:275–292. doi: 10.1016/j.cell.2011.09.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Hanahan D, Weinberg RA. Hallmarks of cancer: the next generation. Cell. 2011;144:646–674. doi: 10.1016/j.cell.2011.02.013. [DOI] [PubMed] [Google Scholar]
- 8.Gupta GP, Massague J. Cancer metastasis: building a framework. Cell. 2006;127:679–695. doi: 10.1016/j.cell.2006.11.001. [DOI] [PubMed] [Google Scholar]
- 9.Liu SJ, Dang HX, Lim DA, Feng FY, Maher CA. Long noncoding RNAs in cancer metastasis. Nat Rev Cancer. 2021;21:446–460. doi: 10.1038/s41568-021-00353-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Chan IS, Ewald AJ. The changing role of natural killer cells in cancer metastasis. J Clin Invest. 2022;132:e143762. doi: 10.1172/JCI143762. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Weiss F, Lauffenburger D, Friedl P. Towards targeting of shared mechanisms of cancer metastasis and therapy resistance. Nat Rev Cancer. 2022;22:157–173. doi: 10.1038/s41568-021-00427-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Powell E, Piwnica-Worms D, Piwnica-Worms H. Contribution of p53 to metastasis. Cancer Discov. 2014;4:405–414. doi: 10.1158/2159-8290.CD-13-0136. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Lin A, Wei T, Meng H, Luo P, Zhang J. Role of the dynamic tumor microenvironment in controversies regarding immune checkpoint inhibitors for the treatment of non-small cell lung cancer (NSCLC) with EGFR mutations. Mol Cancer. 2019;18:139. doi: 10.1186/s12943-019-1062-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Colak S, Ten DP. Targeting TGF-beta signaling in cancer. Trends Cancer. 2017;3:56–71. doi: 10.1016/j.trecan.2016.11.008. [DOI] [PubMed] [Google Scholar]
- 15.Zhao H, Ming T, Tang S, Ren S, Yang H, Liu M, Tao Q, Xu H. Wnt signaling in colorectal cancer: pathogenic role and therapeutic target. Mol Cancer. 2022;21:144. doi: 10.1186/s12943-022-01616-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Fares J, Fares MY, Khachfe HH, Salhab HA, Fares Y. Molecular principles of metastasis: a hallmark of cancer revisited. Signal Transduct Target Ther. 2020;5:28. doi: 10.1038/s41392-020-0134-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Kirchhammer N, Trefny MP, Auf DMP, Laubli H, Zippelius A. Combination cancer immunotherapies: emerging treatment strategies adapted to the tumor microenvironment. Sci Transl Med. 2022;14:eabo3605. doi: 10.1126/scitranslmed.abo3605. [DOI] [PubMed] [Google Scholar]
- 18.Mantovani A, Allavena P, Marchesi F, Garlanda C. Macrophages as tools and targets in cancer therapy. Nat Rev Drug Discov. 2022;21:799–820. doi: 10.1038/s41573-022-00520-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Yu Y, Li H, Yang Y, Ding Y, Wang Z, Li G. Evaluating tumor-associated activity of extracellular sulfatase by analyzing naturally occurring substrate in tumor microenvironment of hepatocellular carcinoma. Anal Chem. 2016;88:12287–12293. doi: 10.1021/acs.analchem.6b03469. [DOI] [PubMed] [Google Scholar]
- 20.Furini S, Falciani C. Expression and role of heparan sulfated proteoglycans in pancreatic cancer. Front Oncol. 2021;11:695858. doi: 10.3389/fonc.2021.695858. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Selva EM, Perrimon N. Role of heparan sulfate proteoglycans in cell signaling and cancer. Adv Cancer Res. 2001;83:67–80. doi: 10.1016/s0065-230x(01)83003-7. [DOI] [PubMed] [Google Scholar]
- 22.Chiu LT, Sabbavarapu NM, Lin WC, Fan CY, Wu CC, Cheng TR, Wong CH, Hung SC. Trisaccharide sulfate and its sulfonamide as an effective substrate and inhibitor of human Endo-O-sulfatase-1. J Am Chem Soc. 2020;142:5282–5292. doi: 10.1021/jacs.0c00005. [DOI] [PubMed] [Google Scholar]
- 23.Dai Y, Yang Y, MacLeod V, Yue X, Rapraeger AC, Shriver Z, Venkataraman G, Sasisekharan R, Sanderson RD. HSulf-1 and HSulf-2 are potent inhibitors of myeloma tumor growth in vivo. J Biol Chem. 2005;280:40066–40073. doi: 10.1074/jbc.M508136200. [DOI] [PubMed] [Google Scholar]
- 24.Lanzi C, Cassinelli G. Receptor tyrosine kinases and heparan sulfate proteoglycans: interplay providing anticancer targeting strategies and new therapeutic opportunities. Biochem Pharmacol. 2020;178:114084. doi: 10.1016/j.bcp.2020.114084. [DOI] [PubMed] [Google Scholar]
- 25.Knelson EH, Nee JC, Blobe GC. Heparan sulfate signaling in cancer. Trends Biochem Sci. 2014;39:277–288. doi: 10.1016/j.tibs.2014.03.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Hammond E, Khurana A, Shridhar V, Dredge K. The role of heparanase and sulfatases in the modification of heparan sulfate proteoglycans within the tumor microenvironment and opportunities for novel cancer therapeutics. Front Oncol. 2014;4:195. doi: 10.3389/fonc.2014.00195. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Christianson HC, Belting M. Heparan sulfate proteoglycan as a cell-surface endocytosis receptor. Matrix Biol. 2014;35:51–55. doi: 10.1016/j.matbio.2013.10.004. [DOI] [PubMed] [Google Scholar]
- 28.Sarrazin S, Lamanna WC, Esko JD. Heparan sulfate proteoglycans. Cold Spring Harb Perspect Biol. 2011;3:a004952. doi: 10.1101/cshperspect.a004952. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Ravikumar M, Smith RAA, Nurcombe V, Cool SM. Heparan sulfate proteoglycans: key mediators of stem cell function. Front Cell Dev Biol. 2020;8:581213. doi: 10.3389/fcell.2020.581213. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Iozzo RV, Schaefer L. Proteoglycan form and function: a comprehensive nomenclature of proteoglycans. Matrix Biol. 2015;42:11–55. doi: 10.1016/j.matbio.2015.02.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Colin-Pierre C, El BO, Danoux L, Bardey V, Andre V, Ramont L, Brezillon S. Regulation of stem cell fate by HSPGs: implication in hair follicle cycling. NPJ Regen Med. 2022;7:77. doi: 10.1038/s41536-022-00267-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Alshehri MA, Alshehri MM, Albalawi NN, Al-Ghamdi MA, Al-Gayyar MMH. Heparan sulfate proteoglycans and their modification as promising anticancer targets in hepatocellular carcinoma. Oncol Lett. 2021;21:173. doi: 10.3892/ol.2021.12434. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Ren Z, Spaargaren M, Pals ST. Syndecan-1 and stromal heparan sulfate proteoglycans: key moderators of plasma cell biology and myeloma pathogenesis. Blood. 2021;137:1713–1718. doi: 10.1182/blood.2020008188. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Marques C, Reis CA, Vives RR, Magalhaes A. Heparan sulfate biosynthesis and sulfation profiles as modulators of cancer signalling and progression. Front Oncol. 2021;11:778752. doi: 10.3389/fonc.2021.778752. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Annaval T, Wild R, Cretinon Y, Sadir R, Vives RR, Lortat-Jacob H. Heparan sulfate proteoglycans biosynthesis and post synthesis mechanisms combine few enzymes and few core proteins to generate extensive structural and functional diversity. Molecules. 2020;25:4215. doi: 10.3390/molecules25184215. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Onyeisi JOS, Ferreira BZF, Nader HB, Lopes CC. Heparan sulfate proteoglycans as targets for cancer therapy: a review. Cancer Biol Ther. 2020;21:1087–1094. doi: 10.1080/15384047.2020.1838034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Reichsman F, Smith L, Cumberledge S. Glycosaminoglycans can modulate extracellular localization of the wingless protein and promote signal transduction. J Cell Biol. 1996;135:819–827. doi: 10.1083/jcb.135.3.819. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Dhoot GK, Gustafsson MK, Ai X, Sun W, Standiford DM, Emerson CP Jr. Regulation of Wnt signaling and embryo patterning by an extracellular sulfatase. Science. 2001;293:1663–1666. doi: 10.1126/science.293.5535.1663. [DOI] [PubMed] [Google Scholar]
- 39.Tang R, Rosen SD. Functional consequences of the subdomain organization of the sulfs. J Biol Chem. 2009;284:21505–21514. doi: 10.1074/jbc.M109.028472. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Rosen SD, Lemjabbar-Alaoui H. Sulf-2: an extracellular modulator of cell signaling and a cancer target candidate. Expert Opin Ther Targets. 2010;14:935–949. doi: 10.1517/14728222.2010.504718. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Lai JP, Thompson JR, Sandhu DS, Roberts LR. Heparin-degrading sulfatases in hepatocellular carcinoma: roles in pathogenesis and therapy targets. Future Oncol. 2008;4:803–814. doi: 10.2217/14796694.4.6.803. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Frese MA, Milz F, Dick M, Lamanna WC, Dierks T. Characterization of the human sulfatase Sulf1 and its high affinity heparin/heparan sulfate interaction domain. J Biol Chem. 2009;284:28033–28044. doi: 10.1074/jbc.M109.035808. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Roy D, Mondal S, Khurana A, Jung DB, Hoffmann R, He X, Kalogera E, Dierks T, Hammond E, Dredge K, Shridhar V. Loss of HSulf-1: the missing link between autophagy and lipid droplets in ovarian cancer. Sci Rep. 2017;7:41977. doi: 10.1038/srep41977. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Huo W, Zhu XM, Pan XY, Du M, Sun Z, Li ZM. MicroRNA-527 inhibits TGF-beta/SMAD induced epithelial-mesenchymal transition via downregulating SULF2 expression in non-small-cell lung cancer. Math Biosci Eng. 2019;16:4607–4621. doi: 10.3934/mbe.2019231. [DOI] [PubMed] [Google Scholar]
- 45.Luo X, Campbell NA, He L, O’Brien DR, Singer MS, Lemjabbar-Alaoui H, Ahn KS, Smoot R, Torbenson MS, Rosen SD, Roberts LR. Sulfatase 2 (SULF2) monoclonal antibody 5D5 suppresses human cholangiocarcinoma xenograft growth through regulation of a SULF2-platelet-derived growth factor receptor beta-yes-associated protein signaling axis. Hepatology. 2021;74:1411–1428. doi: 10.1002/hep.31817. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Yang Y, Ahn J, Edwards NJ, Benicky J, Rozeboom AM, Davidson B, Karamboulas C, Nixon KCJ, Ailles L, Goldman R. Extracellular heparan 6-O-endosulfatases SULF1 and SULF2 in head and neck squamous cell carcinoma and other malignancies. Cancers (Basel) 2022;14:5553. doi: 10.3390/cancers14225553. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Bret C, Moreaux J, Schved JF, Hose D, Klein B. SULFs in human neoplasia: implication as progression and prognosis factors. J Transl Med. 2011;9:72. doi: 10.1186/1479-5876-9-72. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Staub J, Chien J, Pan Y, Qian X, Narita K, Aletti G, Scheerer M, Roberts LR, Molina J, Shridhar V. Epigenetic silencing of HSulf-1 in ovarian cancer: implications in chemoresistance. Oncogene. 2007;26:4969–4978. doi: 10.1038/sj.onc.1210300. [DOI] [PubMed] [Google Scholar]
- 49.Lou X, Sun B, Song J, Wang Y, Jiang J, Xu Y, Ren Z, Su C. Human sulfatase 1 exerts anti-tumor activity by inhibiting the AKT/CDK4 signaling pathway in melanoma. Oncotarget. 2016;7:84486–84495. doi: 10.18632/oncotarget.12996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Wei S, Chen J, Huang Y, Sun Q, Wang H, Liang X, Hu Z, Li X. Identification of hub genes and construction of transcriptional regulatory network for the progression of colon adenocarcinoma hub genes and TF regulatory network of colon adenocarcinoma. J Cell Physiol. 2020;235:2037–2048. doi: 10.1002/jcp.29067. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Lyu Y, Cheng Y, Wang B, Chen L, Zhao S. Sulfatase 1 expression in pancreatic cancer and its correlation with clinicopathological features and postoperative prognosis. Cancer Biomark. 2018;22:701–707. doi: 10.3233/CBM-181210. [DOI] [PubMed] [Google Scholar]
- 52.Khurana A, Beleford D, He X, Chien J, Shridhar V. Role of heparan sulfatases in ovarian and breast cancer. Am J Cancer Res. 2013;3:34–45. [PMC free article] [PubMed] [Google Scholar]
- 53.Ai X, Kitazawa T, Do AT, Kusche-Gullberg M, Labosky PA, Emerson CP Jr. SULF1 and SULF2 regulate heparan sulfate-mediated GDNF signaling for esophageal innervation. Development. 2007;134:3327–3338. doi: 10.1242/dev.007674. [DOI] [PubMed] [Google Scholar]
- 54.Lai J, Chien J, Staub J, Avula R, Greene EL, Matthews TA, Smith DI, Kaufmann SH, Roberts LR, Shridhar V. Loss of HSulf-1 up-regulates heparin-binding growth factor signaling in cancer. J Biol Chem. 2003;278:23107–23117. doi: 10.1074/jbc.M302203200. [DOI] [PubMed] [Google Scholar]
- 55.Zhou F, Shang W, Yu X, Tian J. Glypican-3: a promising biomarker for hepatocellular carcinoma diagnosis and treatment. Med Res Rev. 2018;38:741–767. doi: 10.1002/med.21455. [DOI] [PubMed] [Google Scholar]
- 56.Mii Y, Takada S. Heparan sulfate proteoglycan clustering in Wnt signaling and dispersal. Front Cell Dev Biol. 2020;8:631. doi: 10.3389/fcell.2020.00631. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Moon RT, Kohn AD, De Ferrari GV, Kaykas A. WNT and beta-catenin signalling: diseases and therapies. Nat Rev Genet. 2004;5:691–701. doi: 10.1038/nrg1427. [DOI] [PubMed] [Google Scholar]
- 58.Klaus A, Birchmeier W. Wnt signalling and its impact on development and cancer. Nat Rev Cancer. 2008;8:387–398. doi: 10.1038/nrc2389. [DOI] [PubMed] [Google Scholar]
- 59.Fellgett SW, Maguire RJ, Pownall ME. Sulf1 has ligand-dependent effects on canonical and non-canonical Wnt signalling. J Cell Sci. 2015;128:1408–1421. doi: 10.1242/jcs.164467. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Li J, Mo ML, Chen Z, Yang J, Li QS, Wang DJ, Zhang H, Ye YJ, Li HL, Zhang F, Zhou HM. HSulf-1 inhibits cell proliferation and invasion in human gastric cancer. Cancer Sci. 2011;102:1815–1821. doi: 10.1111/j.1349-7006.2011.02024.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Brasil da Costa FH, Lewis MS, Truong A, Carson DD, Farach-Carson MC. SULF1 suppresses Wnt3A-driven growth of bone metastatic prostate cancer in perlecan-modified 3D cancer-stroma-macrophage triculture models. PLoS One. 2020;15:e0230354. doi: 10.1371/journal.pone.0230354. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Vicente CM, Lima MA, Yates EA, Nader HB, Toma L. Enhanced tumorigenic potential of colorectal cancer cells by extracellular sulfatases. Mol Cancer Res. 2015;13:510–523. doi: 10.1158/1541-7786.MCR-14-0372. [DOI] [PubMed] [Google Scholar]
- 63.Lai JP, Oseini AM, Moser CD, Yu C, Elsawa SF, Hu C, Nakamura I, Han T, Aderca I, Isomoto H, Garrity-Park MM, Shire AM, Li J, Sanderson SO, Adjei AA, Fernandez-Zapico ME, Roberts LR. The oncogenic effect of sulfatase 2 in human hepatocellular carcinoma is mediated in part by glypican 3-dependent Wnt activation. Hepatology. 2010;52:1680–1689. doi: 10.1002/hep.23848. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Massagué J. TGFbeta in cancer. Cell. 2008;134:215–230. doi: 10.1016/j.cell.2008.07.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Han M, Liao Z, Liu F, Chen X, Zhang B. Modulation of the TGF-β signaling pathway by long noncoding RNA in hepatocellular carcinoma. Biomark Res. 2020;8:70. doi: 10.1186/s40364-020-00252-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Padua D, Massagué J. Roles of TGFbeta in metastasis. Cell Res. 2009;19:89–102. doi: 10.1038/cr.2008.316. [DOI] [PubMed] [Google Scholar]
- 67.Yang JD, Sun Z, Hu C, Lai J, Dove R, Nakamura I, Lee JS, Thorgeirsson SS, Kang KJ, Chu IS, Roberts LR. Sulfatase 1 and sulfatase 2 in hepatocellular carcinoma: associated signaling pathways, tumor phenotypes, and survival. Genes Chromosomes Cancer. 2011;50:122–135. doi: 10.1002/gcc.20838. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Dhanasekaran R, Nakamura I, Hu C, Chen G, Oseini AM, Seven ES, Miamen AG, Moser CD, Zhou W, van Kuppevelt TH, van Deursen JM, Mounajjed T, Fernandez-Zapico ME, Roberts LR. Activation of the transforming growth factor-beta/SMAD transcriptional pathway underlies a novel tumor-promoting role of sulfatase 1 in hepatocellular carcinoma. Hepatology. 2015;61:1269–1283. doi: 10.1002/hep.27658. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Pascale RM, Calvisi DF, Feo F. Sulfatase 1: a new Jekyll and Hyde in hepatocellular carcinoma? Transl Gastroenterol Hepatol. 2016;1:43. doi: 10.21037/tgh.2016.05.04. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.He R, Shi J, Xu D, Yang J, Shen Y, Jiang YS, Tao L, Yang M, Fu X, Yang JY, Liu D, Huo Y, Shen X, Lu P, Niu N, Sun YW, Xue J, Liu W. SULF2 enhances GDF15-SMAD axis to facilitate the initiation and progression of pancreatic cancer. Cancer Lett. 2022;538:215693. doi: 10.1016/j.canlet.2022.215693. [DOI] [PubMed] [Google Scholar]
- 71.Li WQ, Zhang JP, Wang YY, Li XZ, Sun L. MicroRNA-422a functions as a tumor suppressor in non-small cell lung cancer through SULF2-mediated TGF-beta/SMAD signaling pathway. Cell Cycle. 2019;18:1727–1744. doi: 10.1080/15384101.2019.1632135. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- 72.Gadaleta RM, Moschetta A. Dark and bright side of targeting fibroblast growth factor receptor 4 in the liver. J Hepatol. 2021;75:1440–1451. doi: 10.1016/j.jhep.2021.07.029. [DOI] [PubMed] [Google Scholar]
- 73.Yang L, Zhou F, Zheng D, Wang D, Li X, Zhao C, Huang X. FGF/FGFR signaling: from lung development to respiratory diseases. Cytokine Growth Factor Rev. 2021;62:94–104. doi: 10.1016/j.cytogfr.2021.09.002. [DOI] [PubMed] [Google Scholar]
- 74.Chen L, Zhang Y, Yin L, Cai B, Huang P, Li X, Liang G. Fibroblast growth factor receptor fusions in cancer: opportunities and challenges. J Exp Clin Cancer Res. 2021;40:345. doi: 10.1186/s13046-021-02156-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Otsuki S, Hanson SR, Miyaki S, Grogan SP, Kinoshita M, Asahara H, Wong CH, Lotz MK. Extracellular sulfatases support cartilage homeostasis by regulating BMP and FGF signaling pathways. Proc Natl Acad Sci U S A. 2010;107:10202–10207. doi: 10.1073/pnas.0913897107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Seffouh A, Milz F, Przybylski C, Laguri C, Oosterhof A, Bourcier S, Sadir R, Dutkowski E, Daniel R, van Kuppevelt TH, Dierks T, Lortat-Jacob H, Vives RR. HSulf sulfatases catalyze processive and oriented 6-O-desulfation of heparan sulfate that differentially regulates fibroblast growth factor activity. FASEB J. 2013;27:2431–2439. doi: 10.1096/fj.12-226373. [DOI] [PubMed] [Google Scholar]
- 77.Khurana A, Liu P, Mellone P, Lorenzon L, Vincenzi B, Datta K, Yang B, Linhardt RJ, Lingle W, Chien J, Baldi A, Shridhar V. HSulf-1 modulates FGF2- and hypoxia-mediated migration and invasion of breast cancer cells. Cancer Res. 2011;71:2152–2161. doi: 10.1158/0008-5472.CAN-10-3059. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Lai JP, Chien J, Strome SE, Staub J, Montoya DP, Greene EL, Smith DI, Roberts LR, Shridhar V. HSulf-1 modulates HGF-mediated tumor cell invasion and signaling in head and neck squamous carcinoma. Oncogene. 2004;23:1439–1447. doi: 10.1038/sj.onc.1207258. [DOI] [PubMed] [Google Scholar]
- 79.Lai JP, Sandhu DS, Yu C, Han T, Moser CD, Jackson KK, Guerrero RB, Aderca I, Isomoto H, Garrity-Park MM, Zou H, Shire AM, Nagorney DM, Sanderson SO, Adjei AA, Lee JS, Thorgeirsson SS, Roberts LR. Sulfatase 2 up-regulates glypican 3, promotes fibroblast growth factor signaling, and decreases survival in hepatocellular carcinoma. Hepatology. 2008;47:1211–1222. doi: 10.1002/hep.22202. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Han M, Liu F, Li X, Zhang H, Pan Y, Liu Y, Zhu H, Liang H, Chen X, Liao Z, Zhang Z, Zhang B. LINC01608 activated by YY1 facilitate hepatocellular carcinoma progression by modulating the EGFR/ERK axis. Liver Int. 2023;43:471–489. doi: 10.1111/liv.15479. [DOI] [PubMed] [Google Scholar]
- 81.Narita K, Chien J, Mullany SA, Staub J, Qian X, Lingle WL, Shridhar V. Loss of HSulf-1 expression enhances autocrine signaling mediated by amphiregulin in breast cancer. J Biol Chem. 2007;282:14413–14420. doi: 10.1074/jbc.M611395200. [DOI] [PubMed] [Google Scholar]
- 82.Yi B, Qiu Y, Ji W, Wei M, Liu C, Peng Z, Zhang Y, Quan Z, Tang Z, Su C. Desulfation of cell surface HSPG is an effective strategy for the treatment of gallbladder carcinoma. Cancer Lett. 2016;381:349–358. doi: 10.1016/j.canlet.2016.08.002. [DOI] [PubMed] [Google Scholar]
- 83.Yoon S, Lee EJ, Choi JH, Chung T, Kim DY, Im JY, Bae MH, Kwon JH, Kim HH, Kim HC, Park YN, Wang HJ, Woo HG. Recapitulation of pharmacogenomic data reveals that invalidation of SULF2 enhance sorafenib susceptibility in liver cancer. Oncogene. 2018;37:4443–4454. doi: 10.1038/s41388-018-0291-3. [DOI] [PubMed] [Google Scholar]
- 84.Demkova L, Kucerova L. Role of the HGF/c-MET tyrosine kinase inhibitors in metastasic melanoma. Mol Cancer. 2018;17:26. doi: 10.1186/s12943-018-0795-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Lai JP, Chien JR, Moser DR, Staub JK, Aderca I, Montoya DP, Matthews TA, Nagorney DM, Cunningham JM, Smith DI, Greene EL, Shridhar V, Roberts LR. hSulf1 Sulfatase promotes apoptosis of hepatocellular cancer cells by decreasing heparin-binding growth factor signaling. Gastroenterology. 2004;126:231–248. doi: 10.1053/j.gastro.2003.09.043. [DOI] [PubMed] [Google Scholar]
- 86.Lin ZS, Chung CC, Liu YC, Chang CH, Liu HC, Liang YY, Huang TL, Chen TM, Lee CH, Tang CH, Hung MC, Chen YH. EZH2/hSULF1 axis mediates receptor tyrosine kinase signaling to shape cartilage tumor progression. Elife. 2023;12:e79432. doi: 10.7554/eLife.79432. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Zou X, Tang XY, Qu ZY, Sun ZW, Ji CF, Li YJ, Guo SD. Targeting the PDGF/PDGFR signaling pathway for cancer therapy: a review. Int J Biol Macromol. 2022;202:539–557. doi: 10.1016/j.ijbiomac.2022.01.113. [DOI] [PubMed] [Google Scholar]
- 88.Heldin CH, Lennartsson J, Westermark B. Involvement of platelet-derived growth factor ligands and receptors in tumorigenesis. J Intern Med. 2018;283:16–44. doi: 10.1111/joim.12690. [DOI] [PubMed] [Google Scholar]
- 89.Phillips JJ, Huillard E, Robinson AE, Ward A, Lum DH, Polley MY, Rosen SD, Rowitch DH, Werb Z. Heparan sulfate sulfatase SULF2 regulates PDGFRalpha signaling and growth in human and mouse malignant glioma. J Clin Invest. 2012;122:911–922. doi: 10.1172/JCI58215. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Narita K, Staub J, Chien J, Meyer K, Bauer M, Friedl A, Ramakrishnan S, Shridhar V. HSulf-1 inhibits angiogenesis and tumorigenesis in vivo. Cancer Res. 2006;66:6025–6032. doi: 10.1158/0008-5472.CAN-05-3582. [DOI] [PubMed] [Google Scholar]
- 91.Zizza P, Dinami R, Porru M, Cingolani C, Salvati E, Rizzo A, D’Angelo C, Petti E, Amoreo CA, Mottolese M, Sperduti I, Chambery A, Russo R, Ostano P, Chiorino G, Blandino G, Sacconi A, Cherfils-Vicini J, Leonetti C, Gilson E, Biroccio A. TRF2 positively regulates SULF2 expression increasing VEGF-A release and activity in tumor microenvironment. Nucleic Acids Res. 2019;47:3365–3382. doi: 10.1093/nar/gkz041. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.He X, Khurana A, Roy D, Kaufmann S, Shridhar V. Loss of HSulf-1 expression enhances tumorigenicity by inhibiting Bim expression in ovarian cancer. Int J Cancer. 2014;135:1783–1789. doi: 10.1002/ijc.28818. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Zhang H, Newman DR, Sannes PL. HSULF-1 inhibits ERK and AKT signaling and decreases cell viability in vitro in human lung epithelial cells. Respir Res. 2012;13:69. doi: 10.1186/1465-9921-13-69. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94.Heidari-Hamedani G, Vives RR, Seffouh A, Afratis NA, Oosterhof A, van Kuppevelt TH, Karamanos NK, Metintas M, Hjerpe A, Dobra K, Szatmari T. Syndecan-1 alters heparan sulfate composition and signaling pathways in malignant mesothelioma. Cell Signal. 2015;27:2054–2067. doi: 10.1016/j.cellsig.2015.07.017. [DOI] [PubMed] [Google Scholar]
- 95.Jiang T, Chen ZH, Chen Z, Tan D. SULF2 promotes tumorigenesis and inhibits apoptosis of cervical cancer cells through the ERK/AKT signaling pathway. Braz J Med Biol Res. 2020;53:e8901. doi: 10.1590/1414-431X20198901. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 96.Tao Y, Han T, Zhang T, Sun C. Sulfatase-2 promotes the growth and metastasis of colorectal cancer by activating Akt and Erk1/2 pathways. Biomed Pharmacother. 2017;89:1370–1377. doi: 10.1016/j.biopha.2017.03.017. [DOI] [PubMed] [Google Scholar]
- 97.Shih PC. The role of the STAT3 signaling transduction pathways in radioresistance. Pharmacol Ther. 2022;234:108118. doi: 10.1016/j.pharmthera.2022.108118. [DOI] [PubMed] [Google Scholar]
- 98.Wong GL, Manore SG, Doheny DL, Lo HW. STAT family of transcription factors in breast cancer: pathogenesis and therapeutic opportunities and challenges. Semin Cancer Biol. 2022;86:84–106. doi: 10.1016/j.semcancer.2022.08.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99.Li YJ, Zhang C, Martincuks A, Herrmann A, Yu H. STAT proteins in cancer: orchestration of metabolism. Nat Rev Cancer. 2023;23:115–134. doi: 10.1038/s41568-022-00537-3. [DOI] [PubMed] [Google Scholar]
- 100.Chen F, Zhang Z, Yu Y, Liu Q, Pu F. HSulf-1 and palbociclib exert synergistic antitumor effects on RB-positive triple-negative breast cancer. Int J Oncol. 2020;57:223–236. doi: 10.3892/ijo.2020.5057. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Carr RM, Romecin DPA, Tolosa EJ, Ma C, Oseini AM, Moser CD, Banini BA, Huang J, Asumda F, Dhanasekaran R, Graham RP, Toruner MD, Safgren SL, Almada LL, Wang S, Patnaik MM, Roberts LR, Fernandez-Zapico ME. The extracellular sulfatase SULF2 promotes liver tumorigenesis by stimulating assembly of a promoter-looping GLI1-STAT3 transcriptional complex. J Biol Chem. 2020;295:2698–2712. doi: 10.1074/jbc.RA119.011146. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102.Jung CH, Kim EM, Song JY, Park JK, Um HD. Mitochondrial superoxide dismutase 2 mediates gamma-irradiation-induced cancer cell invasion. Exp Mol Med. 2019;51:1–10. doi: 10.1038/s12276-019-0207-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103.Jung CH, Ho JN, Park JK, Kim EM, Hwang SG, Um HD. Involvement of SULF2 in y-irradiation-induced invasion and resistance of cancer cells by inducing IL-6 expression. Oncotarget. 2016;7:16090–16103. doi: 10.18632/oncotarget.7449. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104.Alyoussef A, Taha M. Antitumor activity of sulforaphane in mice model of skin cancer via blocking sulfatase-2. Exp Dermatol. 2019;28:28–34. doi: 10.1111/exd.13802. [DOI] [PubMed] [Google Scholar]
- 105.Alyoussef A, Al-Gayyar MMH. Cytotoxic and partial hepatoprotective activity of sodium ascorbate against hepatocellular carcinoma through inhibition of sulfatase-2 in vivo and in vitro. Biomed Pharmacother. 2018;103:362–372. doi: 10.1016/j.biopha.2018.04.060. [DOI] [PubMed] [Google Scholar]
- 106.Elhanani O, Ben-Uri R, Keren L. Spatial profiling technologies illuminate the tumor microenvironment. Cancer Cell. 2023;41:404–420. doi: 10.1016/j.ccell.2023.01.010. [DOI] [PubMed] [Google Scholar]
- 107.Arner EN, Rathmell JC. Metabolic programming and immune suppression in the tumor microenvironment. Cancer Cell. 2023;41:421–433. doi: 10.1016/j.ccell.2023.01.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 108.Shin AE, Giancotti FG, Rustgi AK. Metastatic colorectal cancer: mechanisms and emerging therapeutics. Trends Pharmacol Sci. 2023;44:222–236. doi: 10.1016/j.tips.2023.01.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 109.Chen C, Wang Z, Ding Y, Qin Y. Tumor microenvironment-mediated immune evasion in hepatocellular carcinoma. Front Immunol. 2023;14:1133308. doi: 10.3389/fimmu.2023.1133308. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 110.Bedeschi M, Marino N, Cavassi E, Piccinini F, Tesei A. Cancer-associated fibroblast: role in prostate cancer progression to metastatic disease and therapeutic resistance. Cells. 2023;12:802. doi: 10.3390/cells12050802. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 111.Chivu-Economescu M, Necula LG, Matei L, Dragu D, Bleotu C, Sorop A, Herlea V, Dima S, Popescu I, Diaconu CC. Collagen family and other matrix remodeling proteins identified by bioinformatics analysis as hub genes involved in gastric cancer progression and prognosis. Int J Mol Sci. 2022;23:3214. doi: 10.3390/ijms23063214. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 112.Zhao H, Chen Z, Fang Y, Su M, Xu Y, Wang Z, Gyamfi MA, Zhao J. Prediction of prognosis and recurrence of bladder cancer by ECM-related genes. J Immunol Res. 2022;2022:1793005. doi: 10.1155/2022/1793005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 113.Hur K, Han TS, Jung EJ, Yu J, Lee HJ, Kim WH, Goel A, Yang HK. Up-regulated expression of sulfatases (SULF1 and SULF2) as prognostic and metastasis predictive markers in human gastric cancer. J Pathol. 2012;228:88–98. doi: 10.1002/path.4055. [DOI] [PubMed] [Google Scholar]
- 114.Zaki MYW, Alhasan SF, Shukla R, McCain M, Laszczewska M, Geh D, Patman GL, Televantou D, Whitehead A, Mauricio JP, Barksby B, Gee LM, Paish HL, Leslie J, Younes R, Burt AD, Borthwick LA, Thomas H, Beale GS, Govaere O, Sia D, Anstee QM, Tiniakos D, Oakley F, Reeves HL. Sulfatase-2 from cancer associated fibroblasts: an environmental target for hepatocellular carcinoma? Liver Cancer. 2022;11:540–557. doi: 10.1159/000525375. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 115.Nakamura I, Asumda FZ, Moser CD, Kang YNN, Lai JP, Roberts LR. Sulfatase-2 regulates liver fibrosis through the TGF-beta signaling pathway. Cancers (Basel) 2021;13:5279. doi: 10.3390/cancers13215279. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 116.Ji W, Yang J, Wang D, Cao L, Tan W, Qian H, Sun B, Qian Q, Yin Z, Wu M, Su C. hSulf-1 gene exhibits anticancer efficacy through negatively regulating VEGFR-2 signaling in human cancers. PLoS One. 2011;6:e23274. doi: 10.1371/journal.pone.0023274. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 117.Dallinga MG, Habani YI, Schimmel AWM, Dallinga-Thie GM, van Noorden CJF, Klaassen I, Schlingemann RO. The role of heparan sulfate and neuropilin 2 in VEGFA signaling in human endothelial tip cells and non-tip cells during angiogenesis in vitro. Cells. 2021;10:926. doi: 10.3390/cells10040926. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 118.Kim HJ, Kim HS, Hong YH. Sulfatase 1 and sulfatase 2 as novel regulators of macrophage antigen presentation and phagocytosis. Yeungnam Univ J Med. 2021;38:326–336. doi: 10.12701/yujm.2021.01025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 119.Zhang W, Yang F, Zheng Z, Li C, Mao S, Wu Y, Wang R, Zhang J, Zhang Y, Wang H, Li W, Huang J, Yao X. Sulfatase 2 affects polarization of M2 macrophages through the IL-8/JAK2/STAT3 pathway in bladder cancer. Cancers (Basel) 2022;15:131. doi: 10.3390/cancers15010131. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 120.Hu Y, Li J, Luo H, Song W, Yang J. Differential Expression of COL1A1, COL1A2, COL6A3, and SULF1 as prognostic biomarkers in gastric cancer. Int J Gen Med. 2021;14:5835–5843. doi: 10.2147/IJGM.S321265. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 121.Li D, Xia L, Huang P, Wang Z, Guo Q, Huang C, Leng W, Qin S. Heterogeneity and plasticity of epithelial-mesenchymal transition (EMT) in cancer metastasis: focusing on partial EMT and regulatory mechanisms. Cell Prolif. 2023;56:e13423. doi: 10.1111/cpr.13423. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 122.Garg M. Emerging roles of epithelial-mesenchymal plasticity in invasion-metastasis cascade and therapy resistance. Cancer Metastasis Rev. 2022;41:131–145. doi: 10.1007/s10555-021-10003-5. [DOI] [PubMed] [Google Scholar]
- 123.Khanbabaei H, Ebrahimi S, Garcia-Rodriguez JL, Ghasemi Z, Pourghadamyari H, Mohammadi M, Kristensen LS. Non-coding RNAs and epithelial mesenchymal transition in cancer: molecular mechanisms and clinical implications. J Exp Clin Cancer Res. 2022;41:278. doi: 10.1186/s13046-022-02488-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 124.Sadrkhanloo M, Entezari M, Orouei S, Ghollasi M, Fathi N, Rezaei S, Hejazi ES, Kakavand A, Saebfar H, Hashemi M, Goharrizi M, Salimimoghadam S, Rashidi M, Taheriazam A, Samarghandian S. STAT3-EMT axis in tumors: modulation of cancer metastasis, stemness and therapy response. Pharmacol Res. 2022;182:106311. doi: 10.1016/j.phrs.2022.106311. [DOI] [PubMed] [Google Scholar]
- 125.Sabouni E, Nejad MM, Mojtabavi S, Khoshduz S, Mojtabavi M, Nadafzadeh N, Nikpanjeh N, Mirzaei S, Hashemi M, Aref AR, Khorrami R, Nabavi N, Ertas YN, Salimimoghadam S, Zandieh MA, Rahmanian P, Taheriazam A, Hushmandi K. Unraveling the function of epithelial-mesenchymal transition (EMT) in colorectal cancer: metastasis, therapy response, and revisiting molecular pathways. Biomed Pharmacother. 2023;160:114395. doi: 10.1016/j.biopha.2023.114395. [DOI] [PubMed] [Google Scholar]
- 126.Bao L, Yan Y, Xu C, Ji W, Shen S, Xu G, Zeng Y, Sun B, Qian H, Chen L, Wu M, Su C, Chen J. MicroRNA-21 suppresses PTEN and hSulf-1 expression and promotes hepatocellular carcinoma progression through AKT/ERK pathways. Cancer Lett. 2013;337:226–236. doi: 10.1016/j.canlet.2013.05.007. [DOI] [PubMed] [Google Scholar]
- 127.Mahmoud S, Ibrahim M, Hago A, Huang Y, Wei Y, Zhang J, Zhang Q, Xiao Y, Wang J, Adam M, Guo Y, Wang L, Zhou S, Xin B, Xuan W, Tang J. Overexpression of sulfatase-1 in murine hepatocarcinoma Hca-F cell line downregulates mesothelin and leads to reduction in lymphatic metastasis, both in vitro and in vivo. Oncotarget. 2016;7:75052–75063. doi: 10.18632/oncotarget.11933. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 128.Mahmoud SA, Ibrahim MM, Musa AH, Huang Y, Zhang J, Wang J, Wei Y, Wang L, Zhou S, Xin B, Xuan W, Tang J. Sulfatase-1 knockdown promotes in vitro and in vivo aggressive behavior of murine hepatocarcinoma Hca-P cells through up-regulation of mesothelin. J Cell Commun Signal. 2018;12:603–613. doi: 10.1007/s12079-017-0411-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 129.Wang C, Shang C, Gai X, Song T, Han S, Liu Q, Zheng X. Sulfatase 2-induced cancer-associated fibroblasts promote hepatocellular carcinoma progression via inhibition of apoptosis and induction of epithelial-to-mesenchymal transition. Front Cell Dev Biol. 2021;9:631931. doi: 10.3389/fcell.2021.631931. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 130.Vicente CM, Lima MA, Nader HB, Toma L. SULF2 overexpression positively regulates tumorigenicity of human prostate cancer cells. J Exp Clin Cancer Res. 2015;34:25. doi: 10.1186/s13046-015-0141-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 131.Khurana A, McKean H, Kim H, Kim SH, McGuire J, Roberts LR, Goetz MP, Shridhar V. Silencing of HSulf-2 expression in MCF10DCIS.com cells attenuate ductal carcinoma in situ progression to invasive ductal carcinoma in vivo. Breast Cancer Res. 2012;14:R43. doi: 10.1186/bcr3140. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 132.Kremsdorf D, Lekbaby B, Bablon P, Sotty J, Augustin J, Schnuriger A, Pol J, Soussan P. Alternative splicing of viral transcripts: the dark side of HBV. Gut. 2021;70:2373–2382. doi: 10.1136/gutjnl-2021-324554. [DOI] [PubMed] [Google Scholar]
- 133.Sharma H, Pani T, Dasgupta U, Batra J, Sharma RD. Prediction of transcript structure and concentration using RNA-Seq data. Brief Bioinform. 2023;24:bbad022. doi: 10.1093/bib/bbad022. [DOI] [PubMed] [Google Scholar]
- 134.Sahota AP, Dhoot GK. A novel SULF1 splice variant inhibits Wnt signalling but enhances angiogenesis by opposing SULF1 activity. Exp Cell Res. 2009;315:2752–2764. doi: 10.1016/j.yexcr.2009.06.029. [DOI] [PubMed] [Google Scholar]
- 135.Gill RB, Day A, Barstow A, Liu H, Zaman G, Dhoot GK. Sulf2 gene is alternatively spliced in mammalian developing and tumour tissues with functional implications. Biochem Biophys Res Commun. 2011;414:468–473. doi: 10.1016/j.bbrc.2011.09.088. [DOI] [PubMed] [Google Scholar]
- 136.Gill RM, Mehra V, Milford E, Dhoot GK. Short SULF1/SULF2 splice variants predominate in mammary tumours with a potential to facilitate receptor tyrosine kinase-mediated cell signalling. Histochem Cell Biol. 2016;146:431–444. doi: 10.1007/s00418-016-1454-3. [DOI] [PubMed] [Google Scholar]
- 137.Gill RM, Michael A, Westley L, Kocher HM, Murphy JI, Dhoot GK. SULF1/SULF2 splice variants differentially regulate pancreatic tumour growth progression. Exp Cell Res. 2014;324:157–171. doi: 10.1016/j.yexcr.2014.04.001. [DOI] [PubMed] [Google Scholar]
- 138.Gill RB, Day A, Barstow A, Zaman G, Chenu C, Dhoot GK. Mammalian Sulf1 RNA alternative splicing and its significance to tumour growth regulation. Tumour Biol. 2012;33:1669–1680. doi: 10.1007/s13277-012-0423-2. [DOI] [PubMed] [Google Scholar]
- 139.Liu P, Khurana A, Rattan R, He X, Kalloger S, Dowdy S, Gilks B, Shridhar V. Regulation of HSulf-1 expression by variant hepatic nuclear factor 1 in ovarian cancer. Cancer Res. 2009;69:4843–4850. doi: 10.1158/0008-5472.CAN-08-3065. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 140.Tessema M, Yingling CM, Thomas CL, Klinge DM, Bernauer AM, Liu Y, Dacic S, Siegfried JM, Dahlberg SE, Schiller JH, Belinsky SA. SULF2 methylation is prognostic for lung cancer survival and increases sensitivity to topoisomerase-I inhibitors via induction of ISG15. Oncogene. 2012;31:4107–4116. doi: 10.1038/onc.2011.577. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 141.Zhang H, Liao Z, Wang W, Liu Y, Zhu H, Liang H, Zhang B, Chen X. A micropeptide JunBP regulated by TGF-beta promotes hepatocellular carcinoma metastasis. Oncogene. 2023;42:113–123. doi: 10.1038/s41388-022-02518-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 142.Lai JP, Yu C, Moser CD, Aderca I, Han T, Garvey TD, Murphy LM, Garrity-Park MM, Shridhar V, Adjei AA, Roberts LR. SULF1 inhibits tumor growth and potentiates the effects of histone deacetylase inhibitors in hepatocellular carcinoma. Gastroenterology. 2006;130:2130–2144. doi: 10.1053/j.gastro.2006.02.056. [DOI] [PubMed] [Google Scholar]
- 143.Chen G, Nakamura I, Dhanasekaran R, Iguchi E, Tolosa EJ, Romecin PA, Vera RE, Almada LL, Miamen AG, Chaiteerakij R, Zhou M, Asiedu MK, Moser CD, Han S, Hu C, Banini BA, Oseini AM, Chen Y, Fang Y, Yang D, Shaleh HM, Wang S, Wu D, Song T, Lee JS, Thorgeirsson SS, Chevet E, Shah VH, Fernandez-Zapico ME, Roberts LR. Transcriptional induction of periostin by a sulfatase 2-TGFbeta1-SMAD signaling axis mediates tumor angiogenesis in hepatocellular carcinoma. Cancer Res. 2017;77:632–645. doi: 10.1158/0008-5472.CAN-15-2556. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 144.Girithar HN, Staats PA, Ahn SB, Guillemin GJ, Gluch L, Heng B. Involvement of the kynurenine pathway in breast cancer: updates on clinical research and trials. Br J Cancer. 2023;129:185–203. doi: 10.1038/s41416-023-02245-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 145.Chen Z, Fan JQ, Li J, Li QS, Yan Z, Jia XK, Liu WD, Wei LJ, Zhang FZ, Gao H, Xu JP, Dong XM, Dai J, Zhou HM. Promoter hypermethylation correlates with the Hsulf-1 silencing in human breast and gastric cancer. Int J Cancer. 2009;124:739–744. doi: 10.1002/ijc.23960. [DOI] [PubMed] [Google Scholar]
- 146.Zhu C, Qi X, Zhou X, Nie X, Gu Y. Sulfatase 2 facilitates lymphangiogenesis in breast cancer by regulating VEGF-D. Oncol Rep. 2016;36:3161–3171. doi: 10.3892/or.2016.5143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 147.Zhu C, He L, Zhou X, Nie X, Gu Y. Sulfatase 2 promotes breast cancer progression through regulating some tumor-related factors. Oncol Rep. 2016;35:1318–1328. doi: 10.3892/or.2015.4525. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 148.Hauptman N, Bostjancic E, Zlajpah M, Rankovic B, Zidar N. Bioinformatics analysis reveals most prominent gene candidates to distinguish colorectal adenoma from adenocarcinoma. Biomed Res Int. 2018;2018:9416515. doi: 10.1155/2018/9416515. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 149.Suhovskih AV, Aidagulova SV, Kashuba VI, Grigorieva EV. Proteoglycans as potential microenvironmental biomarkers for colon cancer. Cell Tissue Res. 2015;361:833–844. doi: 10.1007/s00441-015-2141-8. [DOI] [PubMed] [Google Scholar]
- 150.Liu HT, Chen SY, Peng LL, Zhong L, Zhou L, Liao SQ, Chen ZJ, Wang QL, He S, Zhou ZH. Spatially resolved transcriptomics revealed local invasion-related genes in colorectal cancer. Front Oncol. 2023;13:1089090. doi: 10.3389/fonc.2023.1089090. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 151.Velasco A, Tokat F, Bonde J, Trim N, Bauer E, Meeney A, de Leng W, Chong G, Dalstein V, Kis LL, Lorentzen JA, Tomic S, Thwaites K, Putzova M, Birnbaum A, Qazi R, Primmer V, Dockhorn-Dworniczak B, Hernandez-Losa J, Soares FA, Gertler AA, Kalman M, Wong C, Carraro DM, Sousa AC, Reis RM, Fox SB, Fassan M, Brevet M, Merkelbach-Bruse S, Colling R, Soilleux E, Teo RYW, D’Haene N, Nolet S, Ristimaki A, Vaisanen T, Chapusot C, Soruri A, Unger T, Wecgowiec J, Biscuola M, Frattini M, Long A, Campregher PV, Matias-Guiu X. Multi-center real-world comparison of the fully automated Idylla microsatellite instability assay with routine molecular methods and immunohistochemistry on formalin-fixed paraffin-embedded tissue of colorectal cancer. Virchows Arch. 2021;478:851–863. doi: 10.1007/s00428-020-02962-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 152.Lahiri A, Maji A, Potdar PD, Singh N, Parikh P, Bisht B, Mukherjee A, Paul MK. Lung cancer immunotherapy: progress, pitfalls, and promises. Mol Cancer. 2023;22:40. doi: 10.1186/s12943-023-01740-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 153.Yang YW, Phillips JJ, Jablons DM, Lemjabbar-Alaoui H. Development of novel monoclonal antibodies and immunoassays for sensitive and specific detection of SULF1 endosulfatase. Biochim Biophys Acta Gen Subj. 2021;1865:129802. doi: 10.1016/j.bbagen.2020.129802. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 154.Chen LM, Niu YD, Xiao M, Li XJ, Lin H. LncRNA NEAT1 regulated cell proliferation, invasion, migration and apoptosis by targeting has-miR-376b-3p/SULF1 axis in non-small cell lung cancer. Eur Rev Med Pharmacol Sci. 2020;24:4810–4821. doi: 10.26355/eurrev_202005_21170. [DOI] [PubMed] [Google Scholar]
- 155.Lemjabbar-Alaoui H, van Zante A, Singer MS, Xue Q, Wang YQ, Tsay D, He B, Jablons DM, Rosen SD. Sulf-2, a heparan sulfate endosulfatase, promotes human lung carcinogenesis. Oncogene. 2010;29:635–646. doi: 10.1038/onc.2009.365. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 156.Ye L, Yao X, Xu B, Chen W, Lou H, Tong X, Fang S, Zou R, Hu Y, Wang Z, Xiang D, Lin Q, Feng S, Xue X, Guo G. RNA epigenetic modifications in ovarian cancer: the changes, chances, and challenges. Wiley Interdiscip Rev RNA. 2023;14:e1784. doi: 10.1002/wrna.1784. [DOI] [PubMed] [Google Scholar]
- 157.Mahmoud SA, Mohammed MI, Mahmoud MA, Munkaila A, Yabasin IB. Upregulation of sulfatase-1 decreases metastatic potential of SKOV3 human ovarian cancer cells in vitro and in vivo. J Cancer Res Ther. 2019;15:1288–1295. doi: 10.4103/jcrt.JCRT_194_17. [DOI] [PubMed] [Google Scholar]
- 158.Han CH, Huang YJ, Lu KH, Liu Z, Mills GB, Wei Q, Wang LE. Polymorphisms in the SULF1 gene are associated with early age of onset and survival of ovarian cancer. J Exp Clin Cancer Res. 2011;30:5. doi: 10.1186/1756-9966-30-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 159.Schaff LR, Mellinghoff IK. Glioblastoma and other primary brain malignancies in adults: a review. JAMA. 2023;329:574–587. doi: 10.1001/jama.2023.0023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 160.Wade A, Robinson AE, Engler JR, Petritsch C, James CD, Phillips JJ. Proteoglycans and their roles in brain cancer. FEBS J. 2013;280:2399–2417. doi: 10.1111/febs.12109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 161.Wade A, Engler JR, Tran VM, Phillips JJ. Measuring Sulfatase expression and invasion in glioblastoma. Methods Mol Biol. 2022;2303:415–425. doi: 10.1007/978-1-0716-1398-6_33. [DOI] [PubMed] [Google Scholar]
- 162.Ushakov VS, Tsidulko AY, de La Bourdonnaye G, Kazanskaya GM, Volkov AM, Kiselev RS, Kobozev VV, Kostromskaya DV, Gaytan AS, Krivoshapkin AL, Aidagulova SV, Grigorieva EV. Heparan sulfate biosynthetic system is inhibited in human glioma due to EXT1/2 and HS6ST1/2 down-regulation. Int J Mol Sci. 2017;18:2301. doi: 10.3390/ijms18112301. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 163.Tran VM, Wade A, McKinney A, Chen K, Lindberg OR, Engler JR, Persson AI, Phillips JJ. Heparan sulfate glycosaminoglycans in glioblastoma promote tumor invasion. Mol Cancer Res. 2017;15:1623–1633. doi: 10.1158/1541-7786.MCR-17-0352. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 164.Lai JP, Sandhu DS, Moser CD, Cazanave SC, Oseini AM, Shire AM, Shridhar V, Sanderson SO, Roberts LR. Additive effect of apicidin and doxorubicin in sulfatase 1 expressing hepatocellular carcinoma in vitro and in vivo. J Hepatol. 2009;50:1112–1121. doi: 10.1016/j.jhep.2008.12.031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 165.Morimoto-Tomita M, Uchimura K, Bistrup A, Lum DH, Egeblad M, Boudreau N, Werb Z, Rosen SD. Sulf-2, a proangiogenic heparan sulfate endosulfatase, is upregulated in breast cancer. Neoplasia. 2005;7:1001–1010. doi: 10.1593/neo.05496. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 166.Fattahi F, Kiani J, Alemrajabi M, Soroush A, Naseri M, Najafi M, Madjd Z. Overexpression of DDIT4 and TPTEP1 are associated with metastasis and advanced stages in colorectal cancer patients: a study utilizing bioinformatics prediction and experimental validation. Cancer Cell Int. 2021;21:303. doi: 10.1186/s12935-021-02002-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 167.Kim YR, Han AR, Kim JB, Jung CH. Dendrobine inhibits gamma-irradiation-induced cancer cell migration, invasion and metastasis in non-small cell lung cancer cells. Biomedicines. 2021;9:954. doi: 10.3390/biomedicines9080954. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 168.Huang J, Li C, Zhang W, Yang F, Wang R, Zhang J, Li W, Yao X. SULF2 is a novel diagnostic and prognostic marker for high-grade bladder cancer with lymphatic metastasis. Ann Transl Med. 2021;9:1439. doi: 10.21037/atm-21-4102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 169.Kerr AJ, Dodwell D, McGale P, Holt F, Duane F, Mannu G, Darby SC, Taylor CW. Adjuvant and neoadjuvant breast cancer treatments: a systematic review of their effects on mortality. Cancer Treat Rev. 2022;105:102375. doi: 10.1016/j.ctrv.2022.102375. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 170.Qu X, Zhou D, Lu J, Qin D, Zhou J, Liu HJ. Cancer nanomedicine in preoperative therapeutics: nanotechnology-enabled neoadjuvant chemotherapy, radiotherapy, immunotherapy, and phototherapy. Bioact Mater. 2023;24:136–152. doi: 10.1016/j.bioactmat.2022.12.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 171.Fujita M, Yamada S, Imai T. Irradiation induces diverse changes in invasive potential in cancer cell lines. Semin Cancer Biol. 2015;35:45–52. doi: 10.1016/j.semcancer.2015.09.003. [DOI] [PubMed] [Google Scholar]
- 172.Zhang Y, Fang L, Zhang Q, Zheng Q, Tong J, Fu X, Jiang X, Su C, Zheng J. An oncolytic adenovirus regulated by a radiation-inducible promoter selectively mediates hSulf-1 gene expression and mutually reinforces antitumor activity of I131-metuximab in hepatocellular carcinoma. Mol Oncol. 2013;7:346–358. doi: 10.1016/j.molonc.2012.10.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 173.Yi X, Liu Y, Zhou B, Xiang W, Deng A, Fu Y, Zhao Y, Ouyang Q, Liu Y, Sun Z, Zhang K, Li X, Zeng F, Zhou H, Chen BT. Incorporating SULF1 polymorphisms in a pretreatment CT-based radiomic model for predicting platinum resistance in ovarian cancer treatment. Biomed Pharmacother. 2021;133:111013. doi: 10.1016/j.biopha.2020.111013. [DOI] [PubMed] [Google Scholar]
- 174.Ouyang Q, Liu Y, Tan J, Li J, Yang D, Zeng F, Huang W, Kong Y, Liu Z, Zhou H, Liu Y. Loss of ZNF587B and SULF1 contributed to cisplatin resistance in ovarian cancer cell lines based on Genome-scale CRISPR/Cas9 screening. Am J Cancer Res. 2019;9:988–998. [PMC free article] [PubMed] [Google Scholar]
- 175.Melaiu O, Cristaudo A, Melissari E, Di Russo M, Bonotti A, Bruno R, Foddis R, Gemignani F, Pellegrini S, Landi S. A review of transcriptome studies combined with data mining reveals novel potential markers of malignant pleural mesothelioma. Mutat Res. 2012;750:132–140. doi: 10.1016/j.mrrev.2011.12.003. [DOI] [PubMed] [Google Scholar]
- 176.Zheng X, Gai X, Han S, Moser CD, Hu C, Shire AM, Floyd RA, Roberts LR. The human sulfatase 2 inhibitor 2,4-disulfonylphenyl-tert-butylnitrone (OKN-007) has an antitumor effect in hepatocellular carcinoma mediated via suppression of TGFB1/SMAD2 and Hedgehog/GLI1 signaling. Genes Chromosomes Cancer. 2013;52:225–236. doi: 10.1002/gcc.22022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 177.Coutinho DSP, Mallory S, Smith N, Saunders D, Li XN, McNall-Knapp RY, Fung KM, Towner RA. Inhibition of pediatric glioblastoma tumor growth by the anti-cancer agent OKN-007 in orthotopic mouse xenografts. PLoS One. 2015;10:e0134276. doi: 10.1371/journal.pone.0134276. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 178.Altinoz MA, Elmaci I. Targeting nitric oxide and NMDA receptor-associated pathways in treatment of high grade glial tumors. Hypotheses for nitro-memantine and nitrones. Nitric Oxide. 2018;79:68–83. doi: 10.1016/j.niox.2017.10.001. [DOI] [PubMed] [Google Scholar]
- 179.Lanzi C, Zaffaroni N, Cassinelli G. Targeting heparan sulfate proteoglycans and their modifying enzymes to enhance anticancer chemotherapy efficacy and overcome drug resistance. Curr Med Chem. 2017;24:2860–2886. doi: 10.2174/0929867324666170216114248. [DOI] [PubMed] [Google Scholar]
- 180.Gao Q, Feng J, Liu W, Wen C, Wu Y, Liao Q, Zou L, Sui X, Xie T, Zhang J, Hu Y. Opportunities and challenges for co-delivery nanomedicines based on combination of phytochemicals with chemotherapeutic drugs in cancer treatment. Adv Drug Deliv Rev. 2022;188:114445. doi: 10.1016/j.addr.2022.114445. [DOI] [PubMed] [Google Scholar]
- 181.Yang R, Yu S, Xu T, Zhang J, Wu S. Emerging role of RNA sensors in tumor microenvironment and immunotherapy. J Hematol Oncol. 2022;15:43. doi: 10.1186/s13045-022-01261-z. [DOI] [PMC free article] [PubMed] [Google Scholar]


