Background: Peritoneal dissemination represents a poor prognostic indicator in gastric cancer. Despite a comprehensive molecular characterization of this disease, no peritoneal dissemination-specific signature has been identified, limiting the tailoring of the surgical and oncological treatments. In this review, we outline the available literature focusing on the role of the different molecular pathways involved in the acquisition of peritoneal metastatic dissemination. Summary: According to our results, several molecular determinants are associated with peritoneal carcinomatosis and are involved in several cellular and molecular carcinogenetic processes. However, a comprehensive understanding of the complex molecular landscape of gastric carcinosis is still lacking. Key Messages: More efforts should be made toward the integration of molecular and histologic data to perform a risk prediction assessment of peritoneal dissemination based on molecular profiling and histological evaluation.

Gastric cancer (GC) is the fifth most common malignancy in both sexes, with more than 1 million new diagnoses in 2020 [1]. With almost 800,000 deaths, GC also represents the third cause of cancer-related death worldwide [1, 2].

Peritoneal dissemination (PD) is a typical metastatic pattern of GC and is characterized by a dismal prognosis. Nearly 20% of patients present synchronous peritoneal metastases, which can be found at the time of initial GC diagnosis or during radical surgery [3]. Metachronous PD occurs as peritoneal recurrence after curative resection and accounts for up to 50% of all recurrences [3]. Accurate staging of disease is mandatory to define patients’ treatment strategy [2, 4]. However, in some cases, radiological staging fails to detect PD [5, 6]. Laparoscopic exploration with peritoneal lavage might be suggested as a diagnostic option [7‒9]; however, it remains an invasive procedure that requires general anesthesia.

GC is a highly heterogenous group of neoplasms. The phenotypical and morphologic heterogeneity might be responsible for the different metastatic patterns observed in patients with advanced GC [1‒13]. A better comprehension of the mechanism underlying different patterns of clinical behavior of the disease could allow identification of predictors of PD and might guide GC treatment to a specific target, achieving encouraging outcomes. Previous clinical and multi-omic analysis propose a subtype of GC patients at high risk of PD. Further insights are needed to better understand the complexity of the molecular mechanisms underlying peritoneal carcinomatosis. Multiple predictors demonstrated a potential as PD markers in GC [14]; however, most of them need further confirmation by clinical trials and additional validation in order to achieve an accurate patients’ risk stratification.

The present review summarizes the molecular processes and the main molecular and genomic actors associated with PD risk in GC. Although these molecules may have an action at multiple steps, we have illustrated their role according to their primary contribution to carcinomatosis. The classification of molecules was based on the principal pathway and the main process in which they have a role in determining PD (Table 1).

Table 1.

Putative diagnostic biomarkers of PD identified in GC samples

 Putative diagnostic biomarkers of PD identified in GC samples
 Putative diagnostic biomarkers of PD identified in GC samples

Epithelial-Mesenchymal Transition

Epithelial-mesenchymal transition (EMT) is a process characterized by the progression from an epithelial cell phenotype to a mesenchymal phenotype, distinguished by fibroblast-like features [15]. EMT seems to be involved in the major steps of tumorigenesis [16]. Though it is considered a reversible process, it is only one of the various steps needed for tumor invasion and metastatic spread [17, 18]. Many molecules seem to be implicated in determining PD thanks to this process in GC.

ARL4C expression positively correlated with the EMT gene set in GSEA. Hu et al. [19] identified ADP-ribosylation factor-like 4c (ARL4C) as a PD-associated gene via EMT. Immunohistochemical analysis, conducted on 146 patients, showed that ARL4C was overexpressed in GC cells, and its expression was associated with the depth of invasion and PD and was a poor prognostic factor.

In recent molecular biological studies, ribophorine II (RPN2) also induced EMT and metastatic activity [20]. Fujimoto et al. [21] performed immunohistochemical staining to detect RPN2 and p53 in the primary lesion and adjacent normal gastric mucosa of 242 gastric adenocarcinoma patients. RPN2 expression was associated with a higher incidence of depth of wall invasion, lymph node metastasis, lymphatic invasion, venous invasion, PD, high histopathological stage, and p53 expression [21].

Moreover, zinc finger E-box-binding homeobox 1 (ZEB1) is one of the EMT-inducible genes that play a crucial role in tumor progression in different cancers [22‒24]. Immunohistochemical staining on 134 GC samples showed that ZEB1 expression was significantly associated with PD and that it was an independent prognostic factor [25].

Smad-interacting protein 1 (SIP1, also known as ZEB2) is another zinc finger E-box-binding homeobox family protein involved in EMT which seems to have a critical role in tumor progression in some cancers [26, 27]. Analyzing 134 samples of patients affected by GC, elevated SIP1 level was correlated with PD and poor prognosis [28].

KAP1 (KRAB-associated protein 1) is a transcriptional corepressor of Kruppel-associated box zinc finger proteins. Patients with high KAP1 expression in gastric adenocarcinoma samples demonstrated a higher incidence of peritoneal carcinomatosis and significantly poorer overall survival [29].

Yonemura et al. [30] studied the expression of E-cadherin (ECD) and S100A4 in GC. ECD is the strongest molecule in homophilic adhesion of epithelial cells and has a significant role in forming epithelial architecture. In carcinogenesis, irreversible inactivation of ECD is frequently observed [31, 32]. As a result, the adhesive ability of cancer cells deteriorates, and cell dispersion is facilitated. At the same time, S100A4 protein modifies cell motility by its ability to change cytoskeletal dynamics [33]. The power of S100A4 to interact with nonmuscle myosin supports the view that it takes part in cellular motility [34]. Yonemura et al. [30], by analyzing 92 GC patient samples, demonstrated that S1004A+/ECD expression was associated with PD [30]. Interestingly, the study of Cho et al. confirmed these results, showing that S100A4 expression was more frequently observed in patients with advanced GC, positive lymph node metastasis, and PD [35].

Chen et al. [36] in a previous study demonstrated that FNDC1 (fibronectin type III domain containing 1) has a higher frequency of mutations in patients with peritoneal metastasis (PM) of GC by whole-exome sequencing of postoperative tumors samples and adjacent normal tissues. Afterward, they found that FNDC1 promotes the invasiveness of GC and correlates with PM and poor prognosis [37].

The mesothelial-to-mesenchymal transition contributes to PD in neoplastic disease [38]. Signal transducer and activator of transcription 3 (STAT3) has been frequently implicated in the mesenchymal transition of human peritoneal mesothelial cells [39]. Based on that statement, Yang and Xu [40] showed that an increased expression of activated STAT3 was associated with PM in GC.

Recent evidence indicated a direct and indirect association of some microRNAs (miRNAs) with the EMT process [41, 42]. Kurashige et al. [43] reported that miR-200b was an EMT regulator through migration and invasion inhibition via targeting the mRNAs of ZEB1 and ZEB2 in GC cells. Subsequently, they demonstrated that the expression of miR-200b was significantly lower in GC samples of patients with PM [44].

Inflammation

It is well established that chronic inflammation can create an environment favorable for carcinogenesis and promote tumor initiation and progression [45]. The inflammatory cytokine tumor necrosis factor α (TNF-α) is an acute-phase reaction protein that promotes the progression of cancer by activating invasive growth factors [46] and also induces cancer invasion and metastasis [47]. Still, it can also increase immune response, angiogenesis, cell proliferation, and invasion [48]. TNF-α-related mechanisms showed that TNF-α plays a significant role in GC progression [49]. Especially, expression of TNF-α was demonstrated to be correlated with the risk of PM [50]. Many other inflammatory response factors seem to be involved in determining PD in GC.

CXCR7 (chemokine C-X-C motif receptor 7) mRNA, CXCL1 (chemokine C-X-C ligand 1), and CXCL1R (CXCL1 receptor) expression appeared to be associated with PD [51, 52]. CXCL12 and CXCR4 showed similar behavior. CLCX12 and CXCR4 positivity in primary gastric carcinomas correlated with peritoneal carcinomatosis [53].

AnxA1 (annexin A1) was initially characterized as a glucocorticoid-regulated anti-inflammatory protein [54]. However, N-terminally truncated AnxA1 has a proinflammatory role by promoting neutrophil transendothelial migration [55]. AnxA1 was shown to be a potential marker in gastric carcinogenesis by genome-wide complementary DNA microarray studies [17, 56]. Additionally, high AnxA1 expression was associated with PM and an independent risk factor for poor prognosis [57]. Furthermore, positive AnxA1 nuclear staining had an independent association with PD [58].

Colony-stimulating factor-1 (CSF-1) is a hematopoietic growth factor involved in cell differentiation, proliferation, and activation via binding to its receptor, CSF-1R, expressed on microglia and macrophages [59]. Several studies have shown that the overexpression of CSF-1 and CSF-1R is associated with progression in various types of cancer [60, 61]. Based on this evidence, Okuda et al. [62] demonstrated that the expression of CSF-1 and CSF-1R was significantly associated with the presence of PM in GC. CKLF, like MARVEL transmembrane domain containing 6 (CMTM6), is involved in the activation and chemotaxis of immune cells and affects the proliferation and invasion of tumor cells [63, 64].

Programmed death ligand-1 (PD-L1) is a negative immunoregulator that inhibits the activation of T cells and induces the apoptosis of antitumor T cells, which increases the occurrence and development of various tumors [65‒68]. The high expression of CMTM6 and PD-L1 correlated with Bormann type, N stage, PM, and TNM stage [69]. Despite this evidence, a previous study by Son et al. [70] demonstrated how tumor immune microenvironment is different between primary gastric tumor and metastatic gastric tumor. CD8+ T-cell, PD-L1+ cell, and PD-L1+ CK+ cell densities and deficient DNA mismatch repair were significantly lower in metastatic compared to primary GC. These results suggested that the microenvironment of PM was less immunologically active than that of primary tumors in GC patients. This evidence highlighted the controversial role of inflammation and immunity mechanisms in GC development and spread. Further evaluations of immune-related biomarkers in metastatic GC should be considered.

PD-1/PD-L1 blockade therapy is widely used in patients with metastatic GC. However, the effect on PM remains unclear due to the lower expression of PD-L1 in PM. Real-world data from the DELIVER trial demonstrated that the presence of PM was a prognostic factor for survival outcomes in patients treated with the anti-PD-1 nivolumab. A controlled phase II trial has been planned to assess the effectiveness and safety of hyperthermic intraperitoneal chemotherapy combined with the anti-PD-1 antibody camrelizumab in patients with advanced GB with PM [71].

Adhesion and Migration

Peritoneal-free cancer cells may have the ability to attach to the peritoneal surface. Some adhesion molecules have been reported to promote the attachment of GC cells to mesothelium and have a role in PD [72]. On the other hand, anti-adhesion and deconstruction of extracellular matrix is fundamental for cancer cells to migrate and disseminate to peritoneal-free space [73]. Claudins are major tight-junction components and display four transmembrane domains [74]. Ohtani et al. [75] showed that decreased claudin-4 (CLDN4) expression was associated with PM and lower OS.

HABP1 (hyaluronic acid-binding protein 1) is an adhesion molecule that was observed to be overexpressed in several types of cancers, including breast cancer [76], ovarian cancer [77], and endometrial cancer [78]. Elevated HABP1 expression was shown to have a role in the progression of GC; it was correlated with the depth of invasion, lymph node metastasis, liver metastasis, PM, and poor prognosis [79].

The adhesion of cancer cells to extracellular matrix proteins (ECMPs) is central in the multistep metastatic process [80]. It has been confirmed that cell-ECMP interactions are mediated by heterodimeric transmembrane glycoproteins, known as integrins [81]. The expression of alfa3 beta1 integrin was demonstrated to be associated with the presence of liver and PMs in GC [82]. Li et al. [83] demonstrated that beta integrin-h3 was significantly higher in cases with PM and positive peritoneal lavage cytology.

Recent research has revealed that tensin is not only an adhesion molecule, but it plays a role in several biological processes such as cell motility, migration, and apoptosis, as well as intercellular adhesion by mediating signal transductions through tyrosine phosphorylation [84‒86]. GC with higher tensin 4 (TNS4) mRNA expression exhibited histologically poorer grade, deeper invasion into the serosa, higher rate of positive lymph node metastasis, or PD [87].

Previous studies noticed that collagen alterations in the tumor microenvironment are associated with cancer dissemination and prognosis [88‒90]. Furthermore, the radial alignment of collagen at the tumor-stroma boundary increases the invasiveness of cancer cells [89, 90]. Another study demonstrated that in GS, there was a significantly higher 3-year cumulative PM rate in patients with high collagen signature [91].

Mesothelin is an adhesion molecule overexpressed in many tumors, such as mesothelioma, pancreatic cancer, ovarian cancer, GC, nonsmall cell lung cancer, triple-negative breast cancer, and cholangiocarcinoma [92‒95]. However, the correlation between mesothelin expression and GC progression is still unclear [95, 96]. Multivariate survival analysis showed that high mesothelin expression was independently associated with poor recurrence-free survival, overall survival, and peritoneal recurrence [97].

CD44 is a cell surface adhesion molecule that recognizes hyaluronate and mediates various functions, such as cell-cell and cell-matrix adhesion, lymphocyte homing, and T-cell adhesion and activation [98]. Yamamichi et al. [99] observed that expression of CD44s mRNA in patients with PD of GC was significantly higher than in patients without peritoneal involvement.

MUC1 (anti-adhesion mechanism) is a membrane-associated glycoprotein involved in several functions, such as defense against mechanical and infectious insults, lubrication, and acid resistance [100]. Wang et al. [101], by analyzing 76 GC samples, found that overexpression of MUC1 correlates with PD and poor prognosis.

Matrix metalloproteinase is a broad family of proteolytic enzymes which can degrade several substrates. Previous studies revealed that they are also expressed by cancer cells [102]. For example, matrix metalloproteinase-1 (MMP-1) is a proteolytic enzyme that degrades type I and III collagen, which are the main components of gastric stroma and peritoneum [103]. Inoue et al. [104] demonstrated that MMP-1 expression was associated with PD and poor prognosis in GC.

Another study showed that the expression of PAR-1 (protease-activated receptor-1) and MMP-1 correlated with PD. PAR-1 and combined PAR-1 and MMP-1 expression were independent prognostic factors [105]. Furthermore, MMP-7 expression was revealed to be associated with PD. Survival rate was lower in patients with GC with positive MMP-7 in GC samples [106]. DJ-1 appeared to be significantly upregulated in GC with PM, acting with a similar process. DJ-1 promotes in vitro invasion, migration, and in vivo peritoneal metastatic abilities of GC cells via MMP-2 and MMP-9 activity [107]. Also, Yang et al. [108] found that the expression rates of MMP-9 mRNA were higher in patients with PM and in patients with vascular endothelial growth factor (VEGF) expression.

Urokinase-type plasminogen activator (uPA) is another proteolytic enzyme; it has the ability to activate plasminogen to plasmin, which degrades many ECMPs [109, 110]. High uPA expression correlated with PD [111]. Ding et al. [112] observed that uPA, uPAR (uPA receptor), and PAI-1 expressions in metastatic peritoneal lesions were significantly higher than in normal peritoneal tissues of non-PM patients.

Proliferation, Apoptosis, Cell Cycle

Within the process of migration and adhesion to the peritoneum, cancer cells have to face a hostile environment. For this reason, cancer cells require intrinsic mechanisms of tumor maintenance and proliferation [72, 113]. Below, we review the main molecular actors that may contribute to the ability of GC cells to survive and proliferate in a free peritoneal microenvironment.

Overexpression of REGIV was shown in colorectal adenomas with severe dysplasia and adenocarcinoma, indicating the involvement of REGIV in colorectal carcinogenesis [114]. REGIV protein expression was also described in goblet cells of intestinal metaplasia and goblet-like cell vesicles of GC [115]. REGIV was revealed to be associated with peritoneal recurrence after surgery in GC and was an independent prognostic factor [116].

Epidermal growth factor receptor (EGFR) is a member of a family of closely related growth factor receptor tyrosine kinases. Anomalous activation of EGFR signaling can result in the dysregulation of cell growth ultimately leading to cancer [117]. In particular, EGFR and ErbB2 have been recognized as targets in the treatment of various cancers [118]. Saito et al. [119] observed that EGFR positivity rate of metastatic tumors (70.1%) in patients with PM was significantly higher than that of (37.5%) patients with liver metastasis.

In the carcinogenetic process, the increase in GnT-V (N-acetylglucosaminyltransferase V) activity and its cell surface products result from increased transcription driven by activation of the Ras-Ets and protein kinase B signaling pathway [120, 121]. Some studies have demonstrated that increased expression of GnT-V in breast and colorectal cancer correlates with distant metastases and a poor prognosis [122‒124]. In GC, GnT-V expression was shown to be significantly correlated with PD [125].

The hepatocyte growth factor/mesenchymal-epithelial transition factor (c-Met) pathway plays a key role in carcinogenesis, promoting migration, invasion, survival, and suppressing apoptosis via MAPK and PI3K-AKT pathways [126]. Metastasis-associated colon cancer 1 (MACC1) was observed to be elevated in numerous cancer tissues [127‒130]. Recently, it was demonstrated that MACC1 may be involved in the growth of blood vessels, lymphangiogenesis, and metastasis of GC, but little is known regarding its role in GC development [131, 132]. Guo et al. [133] analyzed the expressions of MACC1 and c-Met proteins. In a sample of 98 gastric carcinoma and nontumorous tissues, their expressions were detected by immunohistochemistry (IHC). Expression of the MACC1 protein in GC tissue was correlated with lymph node metastasis, PM, and hepatic metastasis [133]. Previously, Tsugawa et al. [134] have already observed that amplification of oncogene c-Met was associated with PD in GC.

Carcinoembryonic antigen-related cell adhesion molecule 1 (CEACAM1) belonging to the immunoglobulin superfamily and the carcinoembryonic antigen (CEA) family is a transmembrane protein. It has been reported that CEACAM1 is downregulated in breast, prostate, and endometrial cancer tissues [135‒137]. However, CEACAM1 overexpression is correlated to malignant grade of lung adenocarcinoma, advanced colon cancer, and hepatocellular carcinoma [138‒140]. Whether CEACAM1 is a suppressor or promoter for malignant phenotype of cancer cells still remains controversial. Conducting immunohistochemical assay on GC samples, Takeuchi et al. [141] have shown that CEACAM1 expression is the independent risk factor for PD.

Endoglin is upregulated in numerous tumors and correlated with proliferation and invasion and metastasis as well [142]. A recent study demonstrated that expression of endoglin in the peritoneal tissue of GC patients was correlated with PD and shorter survival [143]. VEGF expression also revealed to be a significant parameter in predicting PD in GC [144]. In patients with PM, the expression rates of integrin β3 mRNA and VEGF protein were higher than in patients without peritoneal involvement [145]. Furthermore, high expression of VEGF and decreased p53 expression were correlated with the presence of peritoneal disease [146].

Previous studies suggested that protein tyrosine phosphatase superfamily plays a key role in tumorigenesis and metastasis development [147‒150]. In particular, phosphatase of regenerating liver-3 (PRL3) was already observed to be related to lymph node metastasis [151]. Two studies showed that PRL-3 was overexpressed in GC tissues with PM compared with that in normal gastric tissues [152, 153].

ECD is one of the subclasses of the cadherin family which plays a key role in maintaining tight junctions between cells in epithelial tissues [154]. It has been suggested that downregulation of cadherin-mediated intercellular adhesion is involved in the initial steps of tumor invasion and metastasis development [32, 155]. Several studies revealed that ECD inactivation is significantly higher in GC with PD than in GC without peritoneal involvement [156‒158].

Connective tissue growth factor (CTGF) is involved in numerous biologic and pathologic processes, such as angiogenesis, osteogenesis, fibrosis in kidneys and skin, and tumor development [159, 160]. GC CTGF expression was revealed to be significantly correlated with the development of PD and a shorter survival rate [161, 162].

Epiregulin (EREG) is a member of the family of EGF-like ligands and is a wide receptor-binding ligand, that directly activates EGFR and ErbB4 homodimers, but also stimulates ErbB2 and ErbB3 heterodimers, resulting in the activation of the downstream signaling pathways. By means of reverse transcription polymerase chain reaction (RT-PCR) and IHC, high EREG protein expression in GC was significantly associated with TNM stage distant metastases as well as poor overall survival [163].

Sphingosine kinase 1 (SPHK1), which catalyzes the phosphorylation of sphingosine to S1P, promotes cell growth, proliferation, and anti-apoptosis. In particular, SPHK1 plays an oncogenic role in promoting survival and invasion in some tumors [164, 165]. In GC, SPHK1 expression was associated with peritoneal recurrence and poor prognosis [166].

Furthermore, long noncoding RNAs seem to play a role in tumor development and disease spreading. Metastasis-associated lung adenocarcinoma transcript 1 (MALAT1) is one of the most studied long noncoding RNAs. It regulates alternative splicing by modulating the phosphorylation and distribution of pre-messenger RNA splicing factors [167], which leads to the activation of a growth control program [168]. Overexpression of MALAT1 was observed in various types of solid human carcinomas [169‒171].

HOTAIR (HOX-antisense intergenic RNA), another lncRNA, was also observed to promote cancer metastasis development. Increased expression of HOTAIR was found in several tumors [172] and seemed to correlate with presence of metastasis in breast and colon cancer patients [173, 174]. In GC, levels of MALAT1 and HOTAIR were revealed as independent risk factors for PD [175].

Metabolism

Several cellular metabolic changes are necessary for the survival of neoplastic cells in free abdominal space [72, 113]. The hypoxic microenvironment has a recognized role in regulating cell stemness, which can determinate tumor metastasis and stimulate a more aggressive neoplastic phenotype [176, 177]. These cellular responses are primarily controlled by the hypoxia-inducible factors [178‒180]. It was demonstrated that HIF-1a protein in GC correlated with the development of PD [181]. Furthermore, procollagen-lysine, 2-oxoglutarate 5-dioxygenase 2 (PLOD2), is regulated by hypoxia-inducible factor-1 (HIF-1) and mediates extracellular matrix remodeling, alignment, and mechanical properties [182, 183]. PLOD2 expression was a significant and independent predictive factor for peritoneal recurrence in GC [184].

Phosphatidylinositol transfer protein cytoplasmic 1 (PITPNC1) was observed to favor malignant secretion of pro-metastatic factors, and it was also upregulated in metastatic breast cancer, melanoma, and colon cancer [185]. Elevated expression of PITPNC1 in GC (phosphatidylinositol transfer protein, cytoplasmic 1) demonstrated to be a predictor of omental metastasis [186].

Fatty acid synthase (FASN) is an enzyme of lipogenesis; it is controlled by hormones, growth factors, and diet. In tumor tissues, the fatty acid supply is highly determined on de novo synthesis thanks to FASN. Indeed, some studies have demonstrated that FASN is overexpressed in several cancers [187‒190]. In GC, FASN expression was significantly associated with PD and with shorter OS [191].

Methionine sulfoxide reductases (MSRs) are repair enzymes that reduce methionine sulfoxide residues [192]. They are important in protecting oxidative damage by eliminating cellular reactive oxygen species [193]. Moreover, MSR-B3 plays a role in tumorigenesis in breast cancer and is a predictor of poor survival in bladder urothelial carcinoma patients [194, 195]. In GC, MSR-B3 was shown to be a significant risk factor for the presence of PM and for unfavorable prognosis [196].

Miscellaneous

In literature, there are many molecules that are demonstrated to be correlated to peritoneal spread of gastric adenocarcinoma, but in some cases their mechanism of action is still unknown. Zang et al. [197] observed that LPPR4 (lipid phosphate phosphatase-related protein type 4) was significantly overexpressed in GC patients samples with PD. In vivo, LPPR4 promotes migration, invasion, and adhesion of GC cells through the Sp1/integrin α/FAK signaling pathway [197]. In GC, synaptotagmin XIII (SYT13) expression seemed to be significiantly higher in patients with PM [198].

Recently, tartrate-resistant acid phosphatase-5 (ACP5), which is considered to be a classic marker for bone resorption and osteoclast differentiation [199], was revealed to be a potent proinvasive gene [200, 201]. To date, no studies have reported the significance of ACP5 in human GC. Kawamura et al. [202] observed that ACP5 (tartrate-resistant acid phosphatase type-5) expression was significantly associated with PD and a poor prognosis in GC. Sawaki et al. [203], analyzing GC specimen, showed that TNNI2 expression was associated with PM and that it was an independent marker of peritoneal recurrence after surgery.

Telomerase activity may play a role in cancer evolution by favoring the selection and survival of neoplastic clone subpopulations. Telomerase is a ribonucleoprotein that synthesizes TTAGGG tandem repeats at each telomeric region to prolong it back to its original length [204]. The enzyme is effective in embryonic cells and stem cells, but its activity is undetectable in normal differentiated somatic cells [205]. Cells that can overcome this restriction have the potential for extended survival and unlimited proliferation [206]. In GC, high telomerase activity was revealed to correlate with the presence of PM [207].

It was found that also miRNAs may participate in regulation of cell proliferation, differentiation, metabolism, and apoptosis [208‒210]. Moreover, an increasing number of studies suggested that miRNAs are involved in the metastatic spread and progression of GC [211‒214]. However, evidence from a previous study has shown that miR-125a-5p was downregulated in GC [215]; the specific mechanisms of miR-125a-5p in metastasis development and invasion in GC have not been completely understood. Cao et al. [208] observed that in GC the expression of miR-125a-5p was markedly decreased in patients with PM compared with patients without PM. Also, downregulation of miR-125a-3p was correlated with PD and poor prognosis. In vitro assays showed that miR-125a-3p suppressed the proliferation of GC cells [209]. Shimura et al. [216] observed that miR-30a-5p, -659-3p, and -3917 were significantly overexpressed in GC of patients with PD compared to patients without peritoneal involvement.

Increasing evidence demonstrated that also lncRNAs are involved in the tumorigenesis and play a role in several cellular process [217]. LINC00958, originally reported by Seitz et al. [218] in bladder cancer, was observed to be metastasis associated and plays an oncogenic role. The investigation of LINC00958 was subsequently extended to glioma [219] and endometrial cancer [220], suggesting that LINC00958 was associated with metastases of cancers. In GC, LINC00958 expression pronouncedly correlated with PD [221].

Molecular markers of PD, when validated in clinical practice, might also play a role in defining prognosis of GC patients. Lee et al. [221] developed a transcriptomic signature based on a six-gene panel for risk stratification and characterization of high-risk patients with peritoneal carcinomatosis which might help in clinical decision-making.

Molecular Markers in Peritoneal Lavage

Several molecules, such as CA 125 [222], IL-17 [223], MMP-7 [224], surviving [225] MUC2, FABP1, TFF1, and MASPIN [226], were identified in literature as marker of peritoneal spreading of GC in peritoneal lavage (Table 2). CEA was the most recurrently studied and in literature was observed that positive CEA alone [224, 227‒231] or in combination with CK20 [230, 231] is a marker of peritoneal recurrence of disease and of a shorter survival. Moreover, SYT123 mRNA in peritoneal lavages was correlated with peritoneal recurrence [228], while Ber-EP4 was a predictor of positive peritoneal cytology and poor prognosis [232, 233].

Table 2.

Putative diagnostic biomarkers of PD analyzed in peritoneal lavage samples

 Putative diagnostic biomarkers of PD analyzed in peritoneal lavage samples
 Putative diagnostic biomarkers of PD analyzed in peritoneal lavage samples

Many different molecules were revealed to be associated with positive peritoneal cytology. Dopa decarboxylase levels were demonstrated to be a good predictor of diagnosis of synchronous PD in GC patients [234]. Levels of lysophosphatidic acid were also observed to be elevated in a patient with peritoneal disease and could be considered a biomarker of PD [235]. Telomerase activity in peritoneal lavage was observed to be associated with PD [207, 236, 237] and CD01 gene promoter DNA methylation was demonstrated to be a marker of peritoneal micrometastasis [238].

Furthermore, GC-derived peritoneal exomoses were considered a possible marker of positive cytology. Ohzawa et al. [239] demonstrated that exosomal miR-29s were correlated with PD and peritoneal recurrence.

Defining molecular markers of PD in peritoneal lavage could complement to cytology. Moreover, if these indicators are present also in metastatic peritoneal tissue, they might be considered a target for tailored therapy in patients with PD.

Molecular Profiling of Malignant Ascites and PD Cells

Most of the molecular profiling of GC was developed based on the analysis of primary tumor samples. However, GC primary lesion and peritoneal disease seem to be characterized by different molecular patterns [13, 14]. Molecular profiling of PM and malignant ascites could contribute to understand PD mechanisms better.

Wang et al. [240] conducted the first whole-exome and transcriptome sequencing of peritoneal carcinomatosis cells from 43 patients affected by GC. They revealed two molecular subtypes, “mesenchymal-like” (M) and “epithelial-like” (E), with different response rates to chemotherapy (31% vs. 71% in M vs. E, respectively). Compared to the E subtype, the M subtype demonstrated a higher expression of mesenchymal signature genes, lower expression of epithelial markers, and it showed to be more genomically and chromosomally stable. Furthermore, the M subtype had a higher expression of transforming growth factor-β pathway genes, submitting an immune-suppressive microenvironment. In addition, immune checkpoint TIM-3, its ligand galectin-9, and VISTA were highly expressed in this subtype [240].

Afterward, Tanaka et al. [241] conducted a comprehensive multi-omic analysis of malignant ascitic fluid samples and their corresponding tumor cell lines from 98 GC patients. They showed higher rates of receptor tyrosine kinase and mitogen-activated protein kinase pathway alterations compared to primary GC. Moreover, the analyses identified two distinct molecular subtypes: one presenting active super enhancers at the ELF3, KLF5, and EHF loci and a second characterized by transforming growth factor-β pathway activation through SMAD3 super-enhancer activation and high expression of transcriptional enhancer factor TEF-1 (TEAD1) [241].

Lim et al. [242], by analyzing whole-exome sequences of normal gastric tissues, primary tumors, and malignant ascites from 8 GC patients, revealed a distinctive mutational signature. The comparative analysis demonstrated some recurrent mutations for GC peritoneal carcinomatosis: mutations in COL4A6, INTS2, and PTPN13; mutations in druggable genes including TEP1, PRKCD, BRAF, ERBB4, PIK3CA, HDAC9, FYN, FASN, BIRC2, FLT3, ROCK1, CD22, and PIK3C2B; and mutations in metastasis-associated genes including TNFSF12, L1CAM, DIAPH3, ROCK1, TGFBR1, MYO9B, NR4A1, and RHOA. Notably, gene ontology analysis revealed the significant enrichment of mutations in the Rho-ROCK signaling pathway-associated biological processes in malignant ascites.

Diffuse GC

Focusing on the classic histological classification of GC, one of the oldest and most used is Lauren’s classification, which divides gastric adenocarcinoma into intestinal (54%), diffuse (32%), and indeterminate type (15%). The intestinal type has a tubular or glandular differentiation and is often sporadic and usually associated with H. pylori infection. The diffuse type, which corresponds to poorly cohesive carcinoma according to the World Health Classification System (2019), is histologically composed of discohesive cells and molecularly characterized by the loss of ECD expression [243].

Besides having different microscopic appearances, the two subgroups have also distinct clinicopathological and molecular features. Several studies demonstrated that intestinal GC tends to metastasize to the liver, while diffuse GC is frequently associated with PD [244‒247]. However, the molecular mechanisms underlying the correlation between diffuse type and carcinomatosis are still obscure.

Lorelei-like GPI-anchored protein 1 (LLGL1) has been associated with loss of cellular adhesion and dissemination of cancer cells in many cancer types. Desuki et al. [248] reported that loss of LLGL1 expression significantly correlated with loss of ECD expression, with the diffuse type of GC, and with peritoneal carcinomatosis.

Kim and colleagues [249] analyzed the expression of CLDN18.2 and ECD by means of immunofluorescence in a cohort of 77 diffuse metastatic GC patients. The expression of these two markers was significantly lower in patients with PM than those without PM at the time of diagnosis. Furthermore, it was lower in patients who developed PM from diagnosis to death than in those who never did [249].

PD is a major cause of mortality in GC patients, and current treatment options are limited. For this reason, existing and future research should aim at tailoring the surgical and oncological treatments. To this date, several molecular determinants of PM have been identified. However, most of the molecular processes and molecular factors that we summarized in our review play a role in the general carcinogenetic cascade. A specific molecular signature of peritoneal carcinomatosis in GC and a comprehensive understanding of its complex molecular landscape are still lacking. More in vitro and in vivo studies and molecular profiling of metastatic peritoneal lesions from GC patients are needed. Of note, it is essential to integrate this growing amount of molecular data with the histopathologic characterization to find a morpho-molecular signature of gastric carcinomatosis.

Matteo Fassan reports personal fees (as speaker bureau or advisor) from Roche, MSD, GSK, Astellas Pharma, and Diaceutics and received research grants from Astellas Pharma, QED therapeutics, and macrophage pharma, unrelated to the current work.

Matteo Fassan is supported by a grant from the Italian Health Ministry/Veneto region research program NET-2016-02363853 and AIRC 5 per mille 2019 (ID 22759 program).

Valentina Mari, Valentina Angerilli, Giada Munari, Marco Scarpa, and Quoc Riccardo Bao performed literature research; Salvatore Pucciarelli, Matteo Fassan, and Gaya Spolverato: concept of the study and review of the manuscript; and Valentina Mari, Valentina Angerilli, and Giada Munari: draft of the manuscript. All the authors approved the final version of the manuscript.

1.
Sung
H
,
Ferlay
J
,
Siegel
RL
,
Laversanne
M
,
Soerjomataram
I
,
Jemal
A
,
.
Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 Countries
.
CA Cancer J Clin
.
2021
;
71
(
3
):
209
49
. https://doi.org/10.3322/caac.21660.
2.
Smyth
EC
,
Nilsson
M
,
Grabsch
HI
,
van Grieken
NC
,
Lordick
F
.
Gastric cancer
.
Lancet
.
2020
;
396
(
10251
):
635
48
.
3.
Coccolini
F
,
Gheza
F
,
Lotti
M
,
Virzì
S
,
Iusco
D
,
Ghermandi
C
,
.
Peritoneal carcinomatosis
.
World J Gastroenterol
.
2013
;
19
(
41
):
6979
94
.
4.
Sexton
RE
,
Al Hallak
MN
,
Diab
M
,
Azmi
AS
.
Gastric cancer: a comprehensive review of current and future treatment strategies
.
Cancer Metastasis Rev
.
2020
;
39
(
4
):
1179
203
.
5.
Kwee
RM
,
Kwee
TC
.
Imaging in local staging of gastric cancer: a systematic review
.
J Clin Oncol
.
2007
;
25
(
15
):
2107
16
.
6.
Johnston
FM
,
Beckman
M
.
Updates on management of gastric cancer
.
Curr Oncol Rep
.
2019
;
21
(
8
):
67
.
7.
Ramos
RF
,
Scalon
FM
,
Scalon
MM
,
Dias
DI
.
Staging laparoscopy in gastric cancer to detect peritoneal metastases: a systematic review and meta-analysis
.
Eur J Surg Oncol
.
2016
;
42
(
9
):
1315
21
.
8.
Liu
K
,
Chen
XZ
,
Zhang
WH
,
Zhang
DY
,
Luo
Y
,
Yu
Y
,
.
“Four-step procedure” of laparoscopic exploration for gastric cancer in West China Hospital: a retrospective observational analysis from a high-volume institution in China
.
Surg Endosc
.
2019
;
33
(
5
):
1674
82
.
9.
Blackshaw
GRJC
,
Barry
JD
,
Edwards
P
,
Allison
MC
,
Thomas
GV
,
Lewis
WG
.
Laparoscopy significantly improves the perceived preoperative stage of gastric cancer
.
Gastric Cancer
.
2003
;
6
(
4
):
225
9
.
10.
Cancer Genome Atlas Research Network
.
Comprehensive molecular characterization of gastric adenocarcinoma
.
Nature
.
2014
;
513
(
7517
):
202
9
.
11.
Cristescu
R
,
Lee
J
,
Nebozhyn
M
,
Kim
KM
,
Ting
JC
,
Wong
SS
,
.
Molecular analysis of gastric cancer identifies subtypes associated with distinct clinical outcomes
.
Nat Med
.
2015
;
21
(
5
):
449
56
.
12.
Wang
R
,
Dang
M
,
Harada
K
,
Han
G
,
Wang
F
,
Pool Pizzi
M
,
.
Single-cell dissection of intratumoral heterogeneity and lineage diversity in metastatic gastric adenocarcinoma
.
Nat Med
.
2021
;
27
(
1
):
141
51
.
13.
Yeoh
KG
,
Tan
P
.
Mapping the genomic diaspora of gastric cancer
.
Nat Rev Cancer
.
2022
;
22
(
2
):
71
84
.
14.
Chen
Y
,
Zhou
Q
,
Wang
H
,
Zhuo
W
,
Ding
Y
,
Lu
J
,
.
Predicting peritoneal dissemination of gastric cancer in the Era of precision medicine: molecular characterization and biomarkers
.
Cancers
.
2020
;
12
(
8
):
E2236
.
15.
Thiery
JP
,
Sleeman
JP
.
Complex networks orchestrate epithelial-mesenchymal transitions
.
Nat Rev Mol Cell Biol
.
2006
;
7
(
2
):
131
42
.
16.
Peng
Z
,
Wang
CX
,
Fang
EH
,
Wang
GB
,
Tong
Q
.
Role of epithelial-mesenchymal transition in gastric cancer initiation and progression
.
World J Gastroenterol
.
2014
;
20
(
18
):
5403
10
.
17.
Christiansen
JJ
,
Rajasekaran
AK
.
Reassessing epithelial to mesenchymal transition as a prerequisite for carcinoma invasion and metastasis
.
Cancer Res
.
2006
;
66
(
17
):
8319
26
.
18.
Allan
GJ
,
Beattie
J
,
Flint
DJ
.
Epithelial injury induces an innate repair mechanism linked to cellular senescence and fibrosis involving IGF-binding protein-5
.
J Endocrinol
.
2008
;
199
(
2
):
155
64
.
19.
Hu
Q
,
Masuda
T
,
Sato
K
,
Tobo
T
,
Nambara
S
,
Kidogami
S
,
.
Identification of ARL4C as a peritoneal dissemination-associated gene and its clinical significance in gastric cancer
.
Ann Surg Oncol
.
2018
;
25
(
3
):
745
53
.
20.
Takahashi
RU
,
Takeshita
F
,
Honma
K
,
Ono
M
,
Kato
K
,
Ochiya
T
.
Ribophorin II regulates breast tumor initiation and metastasis through the functional suppression of GSK3β
.
Sci Rep
.
2013
;
3
:
2474
.
21.
Fujimoto
D
,
Goi
T
,
Hirono
Y
.
Expression of ribophorine II is a promising prognostic factor in human gastric adenocarcinoma
.
Int J Oncol
.
2017
;
50
(
2
):
448
56
.
22.
Spaderna
S
,
Schmalhofer
O
,
Hlubek
F
,
Berx
G
,
Eger
A
,
Merkel
S
,
.
A transient, EMT-linked loss of basement membranes indicates metastasis and poor survival in colorectal cancer
.
Gastroenterology
.
2006
;
131
(
3
):
830
40
.
23.
Chua
HL
,
Bhat-Nakshatri
P
,
Clare
SE
,
Morimiya
A
,
Badve
S
,
Nakshatri
H
.
NF-kappaB represses E-cadherin expression and enhances epithelial to mesenchymal transition of mammary epithelial cells: potential involvement of ZEB-1 and ZEB-2
.
Oncogene
.
2007
;
26
(
5
):
711
24
.
24.
Graham
TR
,
Zhau
HE
,
Odero-Marah
VA
,
Osunkoya
AO
,
Kimbro
KS
,
Tighiouart
M
,
.
Insulin-like growth factor-I-dependent up-regulation of ZEB1 drives epithelial-to-mesenchymal transition in human prostate cancer cells
.
Cancer Res
.
2008
;
68
(
7
):
2479
88
.
25.
Okugawa
Y
,
Toiyama
Y
,
Tanaka
K
,
Matsusita
K
,
Fujikawa
H
,
Saigusa
S
,
.
Clinical significance of Zinc finger E-box Binding homeobox 1 (ZEB1) in human gastric cancer
.
J Surg Oncol
.
2012
;
106
(
3
):
280
5
.
26.
Elloul
S
,
Elstrand
MB
,
Nesland
JM
,
Tropé
CG
,
Kvalheim
G
,
Goldberg
I
,
.
Snail, Slug, and Smad-interacting protein 1 as novel parameters of disease aggressiveness in metastatic ovarian and breast carcinoma
.
Cancer
.
2005
;
103
(
8
):
1631
43
.
27.
Sakamoto
K
,
Imanishi
Y
,
Tomita
T
,
Shimoda
M
,
Kameyama
K
,
Shibata
K
,
.
Overexpression of SIP1 and downregulation of E-cadherin predict delayed neck metastasis in stage I/II oral tongue squamous cell carcinoma after partial glossectomy
.
Ann Surg Oncol
.
2012
;
19
(
2
):
612
9
.
28.
Okugawa
Y
,
Inoue
Y
,
Tanaka
K
,
Kawamura
M
,
Saigusa
S
,
Toiyama
Y
,
.
Smad interacting protein 1 (SIP1) is associated with peritoneal carcinomatosis in intestinal type gastric cancer
.
Clin Exp Metastasis
.
2013
;
30
(
4
):
417
29
.
29.
Yokoe
T
,
Toiyama
Y
,
Okugawa
Y
,
Tanaka
K
,
Ohi
M
,
Inoue
Y
,
.
KAP1 is associated with peritoneal carcinomatosis in gastric cancer
.
Ann Surg Oncol
.
2010
;
17
(
3
):
821
8
.
30.
Yonemura
Y
,
Endou
Y
,
Kimura
K
,
Fushida
S
,
Bandou
E
,
Taniguchi
K
,
.
Inverse expression of S100A4 and E-cadherin is associated with metastatic potential in gastric cancer
.
Clin Cancer Res
.
2000
;
6
(
11
):
4234
42
.
31.
Perl
AK
,
Wilgenbus
P
,
Dahl
U
,
Semb
H
,
Christofori
G
.
A causal role for E-cadherin in the transition from adenoma to carcinoma
.
Nature
.
1998
;
392
(
6672
):
190
3
.
32.
Vleminckx
K
,
Vakaet
L
,
Mareel
M
,
Fiers
W
,
van Roy
F
.
Genetic manipulation of E-cadherin expression by epithelial tumor cells reveals an invasion suppressor role
.
Cell
.
1991
;
66
(
1
):
107
19
.
33.
Davies
BR
,
Davies
MP
,
Gibbs
FE
,
Barraclough
R
,
Rudland
PS
.
Induction of the metastatic phenotype by transfection of a benign rat mammary epithelial cell line with the gene for p9Ka, a rat calcium-binding protein, but not with the oncogene EJ-ras-1
.
Oncogene
.
1993
;
8
(
4
):
999
1008
.
34.
Ford
HL
,
Zain
SB
.
Interaction of metastasis associated Mts1 protein with nonmuscle myosin
.
Oncogene
.
1995
;
10
(
8
):
1597
605
.
35.
Cho
YG
,
Nam
SW
,
Kim
TY
,
Kim
YS
,
Kim
CJ
,
Park
JY
,
.
Overexpression of S100A4 is closely related to the aggressiveness of gastric cancer
.
APMIS
.
2003
;
111
(
5
):
539
45
.
36.
Chen
C
,
Shi
C
,
Huang
X
,
Zheng
J
,
Zhu
Z
,
Li
Q
,
.
Molecular profiles and metastasis markers in Chinese patients with gastric carcinoma
.
Sci Rep
.
2019
;
9
(
1
):
13995
.
37.
Jiang
T
,
Gao
W
,
Lin
S
,
Chen
H
,
Du
B
,
Liu
Q
,
.
FNDC1 promotes the invasiveness of gastric cancer via Wnt/β-Catenin signaling pathway and correlates with peritoneal metastasis and prognosis
.
Front Oncol
.
2020
;
10
:
590492
.
38.
Yáñez-Mó
M
,
Lara-Pezzi
E
,
Selgas
R
,
Ramírez-Huesca
M
,
Domínguez-Jiménez
C
,
Jiménez-Heffernan
JA
,
.
Peritoneal dialysis and epithelial-to-mesenchymal transition of mesothelial cells
.
N Engl J Med
.
2003
;
348
(
5
):
403
13
.
39.
Zhang
P
,
Dai
H
,
Peng
L
.
Involvement of STAT3 signaling in high glucose-induced epithelial mesenchymal transition in human peritoneal mesothelial cell line HMrSV5
.
Kidney Blood Press Res
.
2019
;
44
(
2
):
179
87
.
40.
Yang
H
,
Xu
W
.
STAT3 promotes peritoneal metastasis of gastric cancer by enhancing mesothelial-mesenchymal transition
.
Biol Chem
.
2021
;
402
(
6
):
739
48
.
41.
De Craene
B
,
Berx
G
.
Regulatory networks defining EMT during cancer initiation and progression
.
Nat Rev Cancer
.
2013
;
13
(
2
):
97
110
.
42.
van Kouwenhove
M
,
Kedde
M
,
Agami
R
.
MicroRNA regulation by RNA-binding proteins and its implications for cancer
.
Nat Rev Cancer
.
2011
;
11
(
9
):
644
56
.
43.
Kurashige
J
,
Kamohara
H
,
Watanabe
M
,
Hiyoshi
Y
,
Iwatsuki
M
,
Tanaka
Y
,
.
MicroRNA-200b regulates cell proliferation, invasion, and migration by directly targeting ZEB2 in gastric carcinoma
.
Ann Surg Oncol
.
2012
;
19
(
Suppl 3
):
S656
64
.
44.
Kurashige
J
,
Mima
K
,
Sawada
G
,
Takahashi
Y
,
Eguchi
H
,
Sugimachi
K
,
.
Epigenetic modulation and repression of miR-200b by cancer-associated fibroblasts contribute to cancer invasion and peritoneal dissemination in gastric cancer
.
Carcinogenesis
.
2015
;
36
(
1
):
133
41
.
45.
Mantovani
A
,
Allavena
P
,
Sica
A
,
Balkwill
F
.
Cancer-related inflammation
.
Nature
.
2008
;
454
(
7203
):
436
44
.
46.
Bigatto
V
,
De Bacco
F
,
Casanova
E
,
Reato
G
,
Lanzetti
L
,
Isella
C
,
.
TNF-α promotes invasive growth through the MET signaling pathway
.
Mol Oncol
.
2015
;
9
(
2
):
377
88
.
47.
Balkwill
F
.
Tumour necrosis factor and cancer
.
Nat Rev Cancer
.
2009
;
9
(
5
):
361
71
.
48.
Kagoya
Y
,
Yoshimi
A
,
Kataoka
K
,
Nakagawa
M
,
Kumano
K
,
Arai
S
,
.
Positive feedback between NF-κB and TNF-α promotes leukemia-initiating cell capacity
.
J Clin Invest
.
2014
;
124
(
2
):
528
42
.
49.
Zhu
F
,
Zhao
H
,
Tian
X
,
Meng
X
.
Association between tumor necrosis factor-α rs1800629 polymorphism and risk of gastric cancer: a meta-analysis
.
Tumour Biol
.
2014
;
35
(
3
):
1799
803
.
50.
Guo
L
,
Ou
JL
,
Zhang
T
,
Ma
L
,
Qu
LF
.
Effect of expressions of tumor necrosis factor α and interleukin 1B on peritoneal metastasis of gastric cancer
.
Tumour Biol
.
2015
;
36
(
11
):
8853
60
.
51.
Nambara
S
,
Iguchi
T
,
Oki
E
,
Tan
P
,
Maehara
Y
,
Mimori
K
.
Overexpression of CXCR7 is a novel prognostic indicator in gastric cancer
.
Dig Surg
.
2017
;
34
(
4
):
312
8
.
52.
Kasashima
H
,
Yashiro
M
,
Nakamae
H
,
Masuda
G
,
Kinoshita
H
,
Morisaki
T
,
.
Clinicopathologic significance of the CXCL1-CXCR2 axis in the tumor microenvironment of gastric carcinoma
.
PLoS One
.
2017
;
12
(
6
):
e0178635
.
53.
Yasumoto
K
,
Koizumi
K
,
Kawashima
A
,
Saitoh
Y
,
Arita
Y
,
Shinohara
K
,
.
Role of the CXCL12/CXCR4 axis in peritoneal carcinomatosis of gastric cancer
.
Cancer Res
.
2006
;
66
(
4
):
2181
7
.
54.
Perretti
M
,
D’Acquisto
F
.
Annexin A1 and glucocorticoids as effectors of the resolution of inflammation
.
Nat Rev Immunol
.
2009
;
9
(
1
):
62
70
.
55.
Williams
SL
,
Milne
IR
,
Bagley
CJ
,
Gamble
JR
,
Vadas
MA
,
Pitson
SM
,
.
A proinflammatory role for proteolytically cleaved annexin A1 in neutrophil transendothelial migration
.
J Immunol
.
2010
;
185
(
5
):
3057
63
.
56.
Wu
MS
,
Lin
YS
,
Chang
YT
,
Shun
CT
,
Lin
MT
,
Lin
JT
.
Gene expression profiling of gastric cancer by microarray combined with laser capture microdissection
.
World J Gastroenterol
.
2005
;
11
(
47
):
7405
12
.
57.
Cheng
TY
,
Wu
MS
,
Lin
JT
,
Lin
MT
,
Shun
CT
,
Huang
HY
,
.
Annexin A1 is associated with gastric cancer survival and promotes gastric cancer cell invasiveness through the formyl peptide receptor/extracellular signal-regulated kinase/integrin beta-1-binding protein 1 pathway
.
Cancer
.
2012
;
118
(
23
):
5757
67
.
58.
Zhu
F
,
Xu
C
,
Jiang
Z
,
Jin
M
,
Wang
L
,
Zeng
S
,
.
Nuclear localization of annexin A1 correlates with advanced disease and peritoneal dissemination in patients with gastric carcinoma
.
Anat Rec
.
2010
;
293
(
8
):
1310
4
.
59.
Pixley
FJ
,
Stanley
ER
.
CSF-1 regulation of the wandering macrophage: complexity in action
.
Trends Cell Biol
.
2004
;
14
(
11
):
628
38
.
60.
Yang
L
,
Wu
Q
,
Xu
L
,
Zhang
W
,
Zhu
Y
,
Liu
H
,
.
Increased expression of colony stimulating factor-1 is a predictor of poor prognosis in patients with clear-cell renal cell carcinoma
.
BMC Cancer
.
2015
;
15
:
67
.
61.
Komohara
Y
,
Ohnishi
K
,
Kuratsu
J
,
Takeya
M
.
Possible involvement of the M2 anti-inflammatory macrophage phenotype in growth of human gliomas
.
J Pathol
.
2008
;
216
(
1
):
15
24
.
62.
Okugawa
Y
,
Toiyama
Y
,
Ichikawa
T
,
Kawamura
M
,
Yasuda
H
,
Fujikawa
H
,
.
Colony-stimulating factor-1 and colony-stimulating factor-1 receptor co-expression is associated with disease progression in gastric cancer
.
Int J Oncol
.
2018
;
53
(
2
):
737
49
.
63.
Han
W
,
Ding
P
,
Xu
M
,
Wang
L
,
Rui
M
,
Shi
S
,
.
Identification of eight genes encoding chemokine-like factor superfamily members 1-8 (CKLFSF1-8) by in silico cloning and experimental validation
.
Genomics
.
2003
;
81
(
6
):
609
17
.
64.
Zugazagoitia
J
,
Liu
Y
,
Toki
M
,
McGuire
J
,
Ahmed
FS
,
Henick
BS
,
.
Quantitative assessment of CMTM6 in the tumor microenvironment and association with response to PD-1 pathway blockade in advanced-stage non-small cell lung cancer
.
J Thorac Oncol
.
2019
;
14
(
12
):
2084
96
.
65.
Kim
S
,
Jang
JY
,
Koh
J
,
Kwon
D
,
Kim
YA
,
Paeng
JC
,
.
Programmed cell death ligand-1-mediated enhancement of hexokinase 2 expression is inversely related to T-cell effector gene expression in non-small-cell lung cancer
.
J Exp Clin Cancer Res
.
2019
;
38
(
1
):
462
.
66.
Chen
S
,
Crabill
GA
,
Pritchard
TS
,
McMiller
TL
,
Wei
P
,
Pardoll
DM
,
.
Mechanisms regulating PD-L1 expression on tumor and immune cells
.
J Immunother Cancer
.
2019
;
7
(
1
):
305
.
67.
Cha
JH
,
Chan
LC
,
Li
CW
,
Hsu
JL
,
Hung
MC
.
Mechanisms controlling PD-L1 expression in cancer
.
Mol Cell
.
2019
;
76
(
3
):
359
70
.
68.
Kim
JM
,
Chen
DS
.
Immune escape to PD-L1/PD-1 blockade: seven steps to success (or failure)
.
Ann Oncol
.
2016
;
27
(
8
):
1492
504
.
69.
Zhang
C
,
Zhao
S
,
Wang
X
.
Co-expression of CMTM6 and PD-L1: a novel prognostic indicator of gastric cancer
.
Cancer Cell Int
.
2021
;
21
(
1
):
78
.
70.
Son
SM
,
Woo
CG
,
Kim
DH
,
Yun
HY
,
Kim
H
,
Kim
HK
,
.
Distinct tumor immune microenvironments in primary and metastatic lesions in gastric cancer patients
.
Sci Rep
.
2020
;
10
(
1
):
14293
.
71.
Ruiz Hispán
E
,
Pedregal
M
,
Cristobal
I
,
García-Foncillas
J
,
Caramés
C
.
Immunotherapy for peritoneal metastases from gastric cancer: rationale, current practice and ongoing trials
.
J Clin Med
.
2021 Oct 11
;
10
(
20
):
4649
.
72.
Kusamura
S
,
Baratti
D
,
Zaffaroni
N
,
Villa
R
,
Laterza
B
,
Balestra
MR
,
.
Pathophysiology and biology of peritoneal carcinomatosis
.
World J Gastrointest Oncol
.
2010
;
2
(
1
):
12
8
.
73.
Aznavoorian
S
,
Murphy
AN
,
Stetler-Stevenson
WG
,
Liotta
LA
.
Molecular aspects of tumor cell invasion and metastasis
.
Cancer
.
1993
;
71
(
4
):
1368
83
.
74.
Tsukita
S
,
Furuse
M
,
Itoh
M
.
Multifunctional strands in tight junctions
.
Nat Rev Mol Cell Biol
.
2001
;
2
(
4
):
285
93
.
75.
Ohtani
S
,
Terashima
M
,
Satoh
J
,
Soeta
N
,
Saze
Z
,
Kashimura
S
,
.
Expression of tight-junction-associated proteins in human gastric cancer: downregulation of claudin-4 correlates with tumor aggressiveness and survival
.
Gastric Cancer
.
2009
;
12
(
1
):
43
51
.
76.
Niu
M
,
Sun
S
,
Zhang
G
,
Zhao
Y
,
Pang
D
,
Chen
Y
.
Elevated expression of HABP1 is correlated with metastasis and poor survival in breast cancer patients
.
Am J Cancer Res
.
2015
;
5
(
3
):
1190
8
.
77.
Yu
G
,
Wang
J
.
Significance of hyaluronan binding protein (HABP1/P32/gC1qR) expression in advanced serous ovarian cancer patients
.
Exp Mol Pathol
.
2013
;
94
(
1
):
210
5
.
78.
Zhao
J
,
Liu
T
,
Yu
G
,
Wang
J
.
Overexpression of HABP1 correlated with clinicopathological characteristics and unfavorable prognosis in endometrial cancer
.
Tumour Biol
.
2015
;
36
(
2
):
1299
306
.
79.
Gao
H
,
Yao
Q
,
Lan
X
,
Li
S
,
Wu
J
,
Zeng
G
,
.
Elevated HABP1 protein expression correlates with progression and poor survival in patients with gastric cancer
.
Onco Targets Ther
.
2016
;
9
:
6711
8
.
80.
Liotta
LA
,
Rao
CN
,
Wewer
UM
.
Biochemical interactions of tumor cells with the basement membrane
.
Annu Rev Biochem
.
1986
;
55
:
1037
57
.
81.
Hynes
RO
.
Integrins: a family of cell surface receptors
.
Cell
.
1987
;
48
(
4
):
549
54
.
82.
Ura
H
,
Denno
R
,
Hirata
K
,
Yamaguchi
K
,
Yasoshima
T
.
Separate functions of alpha2beta1 and alpha3beta1 integrins in the metastatic process of human gastric carcinoma
.
Surg Today
.
1998
;
28
(
10
):
1001
6
.
83.
Li
Z
,
Miao
Z
,
Jin
G
,
Li
X
,
Li
H
,
Lv
Z
,
.
βig-h3 supports gastric cancer cell adhesion, migration and proliferation in peritoneal carcinomatosis
.
Mol Med Rep
.
2012
;
6
(
3
):
558
64
.
84.
Kook
S
,
Kim
DH
,
Shim
SR
,
Kim
W
,
Chun
JS
,
Song
WK
.
Caspase-dependent cleavage of tensin induces disruption of actin cytoskeleton during apoptosis
.
Biochem Biophys Res Commun
.
2003
;
303
(
1
):
37
45
.
85.
Cui
Y
,
Liao
YC
,
Lo
SH
.
Epidermal growth factor modulates tyrosine phosphorylation of a novel tensin family member, tensin3
.
Mol Cancer Res
.
2004
;
2
(
4
):
225
32
.
86.
Bockholt
SM
,
Burridge
K
.
Cell spreading on extracellular matrix proteins induces tyrosine phosphorylation of tensin
.
J Biol Chem
.
1993
;
268
(
20
):
14565
7
.
87.
Sakashita
K
,
Mimori
K
,
Tanaka
F
,
Kamohara
Y
,
Inoue
H
,
Sawada
T
,
.
Prognostic relevance of Tensin4 expression in human gastric cancer
.
Ann Surg Oncol
.
2008
;
15
(
9
):
2606
13
.
88.
Provenzano
PP
,
Inman
DR
,
Eliceiri
KW
,
Knittel
JG
,
Yan
L
,
Rueden
CT
,
.
Collagen density promotes mammary tumor initiation and progression
.
BMC Med
.
2008
;
6
:
11
.
89.
Han
W
,
Chen
S
,
Yuan
W
,
Fan
Q
,
Tian
J
,
Wang
X
,
.
Oriented collagen fibers direct tumor cell intravasation
.
Proc Natl Acad Sci U S A
.
2016
;
113
(
40
):
11208
13
.
90.
Conklin
MW
,
Eickhoff
JC
,
Riching
KM
,
Pehlke
CA
,
Eliceiri
KW
,
Provenzano
PP
,
.
Aligned collagen is a prognostic signature for survival in human breast carcinoma
.
Am J Pathol
.
2011
;
178
(
3
):
1221
32
.
91.
Chen
D
,
Liu
Z
,
Liu
W
,
Fu
M
,
Jiang
W
,
Xu
S
,
.
Predicting postoperative peritoneal metastasis in gastric cancer with serosal invasion using a collagen nomogram
.
Nat Commun
.
2021
;
12
(
1
):
179
.
92.
Tang
Z
,
Qian
M
,
Ho
M
.
The role of mesothelin in tumor progression and targeted therapy
.
Anticancer Agents Med Chem
.
2013
;
13
(
2
):
276
80
.
93.
Morello
A
,
Sadelain
M
,
Adusumilli
PS
.
Mesothelin-targeted CARs: driving T cells to solid tumors
.
Cancer Discov
.
2016
;
6
(
2
):
133
46
.
94.
Servais
EL
,
Colovos
C
,
Rodriguez
L
,
Bograd
AJ
,
Nitadori
J
,
Sima
C
,
.
Mesothelin overexpression promotes mesothelioma cell invasion and MMP-9 secretion in an orthotopic mouse model and in epithelioid pleural mesothelioma patients
.
Clin Cancer Res
.
2012
;
18
(
9
):
2478
89
.
95.
Einama
T
,
Homma
S
,
Kamachi
H
,
Kawamata
F
,
Takahashi
K
,
Takahashi
N
,
.
Luminal membrane expression of mesothelin is a prominent poor prognostic factor for gastric cancer
.
Br J Cancer
.
2012
;
107
(
1
):
137
42
.
96.
Baba
K
,
Ishigami
S
,
Arigami
T
,
Uenosono
Y
,
Okumura
H
,
Matsumoto
M
,
.
Mesothelin expression correlates with prolonged patient survival in gastric cancer
.
J Surg Oncol
.
2012
;
105
(
2
):
195
9
.
97.
Shin
SJ
,
Park
S
,
Kim
MH
,
Nam
CM
,
Kim
H
,
Choi
YY
,
.
Mesothelin expression is a predictive factor for peritoneal recurrence in curatively resected stage III gastric cancer
.
Oncologist
.
2019
;
24
(
11
):
e1108
14
.
98.
Haynes
BF
,
Hale
LP
,
Patton
KL
,
Martin
ME
,
McCallum
RM
.
Measurement of an adhesion molecule as an indicator of inflammatory disease activity. Up-regulation of the receptor for hyaluronate (CD44) in rheumatoid arthritis
.
Arthritis Rheum
.
1991
;
34
(
11
):
1434
43
.
99.
Yamamichi
K
,
Uehara
Y
,
Kitamura
N
,
Nakane
Y
,
Hioki
K
.
Increased expression of CD44v6 mRNA significantly correlates with distant metastasis and poor prognosis in gastric cancer
.
Int J Cancer
.
1998
;
79
(
3
):
256
62
.
100.
Fahy
JV
,
Dickey
BF
.
Airway mucus function and dysfunction
.
N Engl J Med
.
2010
;
363
(
23
):
2233
47
.
101.
Wang
JY
,
Chang
CT
,
Hsieh
JS
,
Lee
LW
,
Huang
TJ
,
Chai
CY
,
.
Role of MUC1 and MUC5AC expressions as prognostic indicators in gastric carcinomas
.
J Surg Oncol
.
2003
;
83
(
4
):
253
60
.
102.
Kessenbrock
K
,
Plaks
V
,
Werb
Z
.
Matrix metalloproteinases: regulators of the tumor microenvironment
.
Cell
.
2010
;
141
(
1
):
52
67
.
103.
Whitelock
JM
,
O’Grady
RL
,
Gibbins
JR
.
Interstitial collagenase (matrix metalloproteinase 1) associated with the plasma membrane of both neoplastic and nonneoplastic cells
.
Invasion Metastasis
.
1991
;
11
(
3
):
139
48
.
104.
Inoue
T
,
Yashiro
M
,
Nishimura
S
,
Maeda
K
,
Sawada
T
,
Ogawa
Y
,
.
Matrix metalloproteinase-1 expression is a prognostic factor for patients with advanced gastric cancer
.
Int J Mol Med
.
1999
;
4
(
1
):
73
7
.
105.
Fujimoto
D
,
Hirono
Y
,
Goi
T
,
Katayama
K
,
Yamaguchi
A
.
Prognostic value of protease-activated receptor-1 (PAR-1) and matrix metalloproteinase-1 (MMP-1) in gastric cancer
.
Anticancer Res
.
2008
;
28
(
2A
):
847
54
.
106.
Yonemura
Y
,
Endou
Y
,
Fujita
H
,
Fushida
S
,
Bandou
E
,
Taniguchi
K
,
.
Role of MMP-7 in the formation of peritoneal dissemination in gastric cancer
.
Gastric Cancer
.
2000
;
3
(
2
):
63
70
.
107.
Zhu
ZM
,
Li
ZR
,
Huang
Y
,
Yu
HH
,
Huang
XS
,
Yan
YF
,
.
DJ-1 is involved in the peritoneal metastasis of gastric cancer through activation of the Akt signaling pathway
.
Oncol Rep
.
2014
;
31
(
3
):
1489
97
.
108.
Yang
Q
,
Ye
ZY
,
Zhang
JX
,
Tao
HQ
,
Li
SG
,
Zhao
ZS
.
Expression of matrix metalloproteinase-9 mRNA and vascular endothelial growth factor protein in gastric carcinoma and its relationship to its pathological features and prognosis
.
Anat Rec
.
2010
;
293
(
12
):
2012
9
.
109.
Ellis
V
,
Pyke
C
,
Eriksen
J
,
Solberg
H
,
Danø
K
.
The urokinase receptor: involvement in cell surface proteolysis and cancer invasion
.
Ann N Y Acad Sci
.
1992
;
667
:
13
31
.
110.
Kasai
S
,
Arimura
H
,
Nishida
M
,
Suyama
T
.
Primary structure of single-chain pro-urokinase
.
J Biol Chem
.
1985
;
260
(
22
):
12382
9
.
111.
Okusa
Y
,
Ichikura
T
,
Mochizuki
H
.
Prognostic impact of stromal cell-derived urokinase-type plasminogen activator in gastric carcinoma
.
Cancer
.
1999
;
85
(
5
):
1033
8
.
112.
Ding
Y
,
Zhang
H
,
Zhong
M
,
Zhou
Z
,
Zhuang
Z
,
Yin
H
,
.
Clinical significance of the uPA system in gastric cancer with peritoneal metastasis
.
Eur J Med Res
.
2013
;
18
:
28
.
113.
Janjigian
YY
,
Kelsen
DP
.
Genomic dysregulation in gastric tumors
.
J Surg Oncol
.
2013
;
107
(
3
):
237
42
.
114.
Zhang
Y
,
Lai
M
,
Lv
B
,
Gu
X
,
Wang
H
,
Zhu
Y
,
.
Overexpression of Reg IV in colorectal adenoma
.
Cancer Lett
.
2003
;
200
(
1
):
69
76
.
115.
Mitani
Y
,
Oue
N
,
Matsumura
S
,
Yoshida
K
,
Noguchi
T
,
Ito
M
,
.
Reg IV is a serum biomarker for gastric cancer patients and predicts response to 5-fluorouracil-based chemotherapy
.
Oncogene
.
2007
;
26
(
30
):
4383
93
.
116.
Moon
JH
,
Fujiwara
Y
,
Nakamura
Y
,
Okada
K
,
Hanada
H
,
Sakakura
C
,
.
REGIV as a potential biomarker for peritoneal dissemination in gastric adenocarcinoma
.
J Surg Oncol
.
2012
;
105
(
2
):
189
94
.
117.
Sawaki
A
,
Ohashi
Y
,
Omuro
Y
,
Satoh
T
,
Hamamoto
Y
,
Boku
N
,
.
Efficacy of trastuzumab in Japanese patients with HER2-positive advanced gastric or gastroesophageal junction cancer: a subgroup analysis of the Trastuzumab for Gastric Cancer (ToGA) study
.
Gastric Cancer
.
2012
;
15
(
3
):
313
22
.
118.
Lordick
F
,
Kang
YK
,
Chung
HC
,
Salman
P
,
Oh
SC
,
Bodoky
G
,
.
Capecitabine and cisplatin with or without cetuximab for patients with previously untreated advanced gastric cancer (EXPAND): a randomised, open-label phase 3 trial
.
Lancet Oncol
.
2013
;
14
(
6
):
490
9
.
119.
Saito
T
,
Nakanishi
H
,
Mochizuki
Y
,
Ito
S
,
Ito
Y
,
Misawa
K
,
.
Preferential HER2 expression in liver metastases and EGFR expression in peritoneal metastases in patients with advanced gastric cancer
.
Gastric Cancer
.
2015
;
18
(
4
):
711
9
.
120.
Ko
JH
,
Miyoshi
E
,
Noda
K
,
Ekuni
A
,
Kang
R
,
Ikeda
Y
,
.
Regulation of the GnT-V promoter by transcription factor Ets-1 in various cancer cell lines
.
J Biol Chem
.
1999
;
274
(
33
):
22941
8
.
121.
Demetriou
M
,
Nabi
IR
,
Coppolino
M
,
Dedhar
S
,
Dennis
JW
.
Reduced contact-inhibition and substratum adhesion in epithelial cells expressing GlcNAc-transferase V
.
J Cell Biol
.
1995
;
130
(
2
):
383
92
.
122.
Fernandes
B
,
Sagman
U
,
Auger
M
,
Demetrio
M
,
Dennis
JW
.
Beta 1-6 branched oligosaccharides as a marker of tumor progression in human breast and colon neoplasia
.
Cancer Res
.
1991
;
51
(
2
):
718
23
.
123.
Seelentag
WK
,
Li
WP
,
Schmitz
SF
,
Metzger
U
,
Aeberhard
P
,
Heitz
PU
,
.
Prognostic value of beta1, 6-branched oligosaccharides in human colorectal carcinoma
.
Cancer Res
.
1998
;
58
(
23
):
5559
64
.
124.
Murata
K
,
Miyoshi
E
,
Kameyama
M
,
Ishikawa
O
,
Kabuto
T
,
Sasaki
Y
,
.
Expression of N-acetylglucosaminyltransferase V in colorectal cancer correlates with metastasis and poor prognosis
.
Clin Cancer Res
.
2000
;
6
(
5
):
1772
7
.
125.
Tian
H
,
Miyoshi
E
,
Kawaguchi
N
,
Shaker
M
,
Ito
Y
,
Taniguchi
N
,
.
The implication of N-acetylglucosaminyltransferase V expression in gastric cancer
.
Pathobiology
.
2008
;
75
(
5
):
288
94
.
126.
Stein
U
,
Walther
W
,
Arlt
F
,
Schwabe
H
,
Smith
J
,
Fichtner
I
,
.
MACC1, a newly identified key regulator of HGF-MET signaling, predicts colon cancer metastasis
.
Nat Med
.
2009
;
15
(
1
):
59
67
.
127.
Zhou
HY
,
Pon
YL
,
Wong
AST
.
HGF/MET signaling in ovarian cancer
.
Curr Mol Med
.
2008
;
8
(
6
):
469
80
.
128.
Ogunwobi
OO
,
Liu
C
.
Hepatocyte growth factor upregulation promotes carcinogenesis and epithelial-mesenchymal transition in hepatocellular carcinoma via Akt and COX-2 pathways
.
Clin Exp Metastasis
.
2011
;
28
(
8
):
721
31
.
129.
Gumustekin
M
,
Kargi
A
,
Bulut
G
,
Gozukizil
A
,
Ulukus
C
,
Oztop
I
,
.
HGF/c-Met overexpressions, but not met mutation, correlates with progression of non-small cell lung cancer
.
Pathol Oncol Res
.
2012
;
18
(
2
):
209
18
.
130.
Kim
CH
,
Koh
YW
,
Han
JH
,
Kim
JW
,
Lee
JS
,
Baek
SJ
,
.
c-Met expression as an indicator of survival outcome in patients with oral tongue carcinoma
.
Head Neck
.
2010
;
32
(
12
):
1655
64
.
131.
Amemiya
H
,
Kono
K
,
Itakura
J
,
Tang
RF
,
Takahashi
A
,
An
FQ
,
.
c-Met expression in gastric cancer with liver metastasis
.
Oncology
.
2002
;
63
(
3
):
286
96
.
132.
Zhang
W
,
Chu
YQ
,
Ye
ZY
,
Zhao
ZS
,
Tao
HQ
.
Expression of hepatocyte growth factor and basic fibroblast growth factor as prognostic indicators in gastric cancer
.
Anat Rec
.
2009
;
292
(
8
):
1114
21
.
133.
Guo
T
,
Yang
J
,
Yao
J
,
Zhang
Y
,
Da
M
,
Duan
Y
.
Expression of MACC1 and c-Met in human gastric cancer and its clinical significance
.
Cancer Cell Int
.
2013
;
13
(
1
):
121
.
134.
Tsugawa
K
,
Yonemura
Y
,
Hirono
Y
,
Fushida
S
,
Kaji
M
,
Miwa
K
,
.
Amplification of the c-met, c-erbB-2 and epidermal growth factor receptor gene in human gastric cancers: correlation to clinical features
.
Oncology
.
1998
;
55
(
5
):
475
81
.
135.
Riethdorf
L
,
Lisboa
BW
,
Henkel
U
,
Naumann
M
,
Wagener
C
,
Löning
T
.
Differential expression of CD66a (BGP), a cell adhesion molecule of the carcinoembryonic antigen family, in benign, premalignant, and malignant lesions of the human mammary gland
.
J Histochem Cytochem
.
1997
;
45
(
7
):
957
63
.
136.
Luo
W
,
Tapolsky
M
,
Earley
K
,
Wood
CG
,
Wilson
DR
,
Logothetis
CJ
,
.
Tumor-suppressive activity of CD66a in prostate cancer
.
Cancer Gene Ther
.
1999
;
6
(
4
):
313
21
.
137.
Bamberger
AM
,
Riethdorf
L
,
Nollau
P
,
Naumann
M
,
Erdmann
I
,
Götze
J
,
.
Dysregulated expression of CD66a (BGP, C-CAM), an adhesion molecule of the CEA family, in endometrial cancer
.
Am J Pathol
.
1998
;
152
(
6
):
1401
6
.
138.
Laack
E
,
Nikbakht
H
,
Peters
A
,
Kugler
C
,
Jasiewicz
Y
,
Edler
L
,
.
Expression of CEACAM1 in adenocarcinoma of the lung: a factor of independent prognostic significance
.
J Clin Oncol
.
2002
;
20
(
21
):
4279
84
.
139.
Ieda
J
,
Yokoyama
S
,
Tamura
K
,
Takifuji
K
,
Hotta
T
,
Matsuda
K
,
.
Re-expression of CEACAM1 long cytoplasmic domain isoform is associated with invasion and migration of colorectal cancer
.
Int J Cancer
.
2011
;
129
(
6
):
1351
61
.
140.
Kiriyama
S
,
Yokoyama
S
,
Ueno
M
,
Hayami
S
,
Ieda
J
,
Yamamoto
N
,
.
CEACAM1 long cytoplasmic domain isoform is associated with invasion and recurrence of hepatocellular carcinoma
.
Ann Surg Oncol
.
2014
;
21
(
Suppl 4
):
S505
14
.
141.
Takeuchi
A
,
Yokoyama
S
,
Nakamori
M
,
Nakamura
M
,
Ojima
T
,
Yamaguchi
S
,
.
Loss of CEACAM1 is associated with poor prognosis and peritoneal dissemination of patients with gastric cancer
.
Sci Rep
.
2019
;
9
(
1
):
12702
.
142.
Pérez-Gómez
E
,
Eleno
N
,
López-Novoa
JM
,
Ramirez
JR
,
Velasco
B
,
Letarte
M
,
.
Characterization of murine S-endoglin isoform and its effects on tumor development
.
Oncogene
.
2005
;
24
(
27
):
4450
61
.
143.
Miao
ZF
,
Wu
JH
,
Wang
ZN
,
Zhao
TT
,
Xu
HM
,
Song
YX
,
.
Endoglin overexpression mediates gastric cancer peritoneal dissemination by inducing mesothelial cell senescence
.
Hum Pathol
.
2016
;
51
:
114
23
.
144.
Aoyagi
K
,
Kouhuji
K
,
Yano
S
,
Miyagi
M
,
Imaizumi
T
,
Takeda
J
,
.
VEGF significance in peritoneal recurrence from gastric cancer
.
Gastric Cancer
.
2005
;
8
(
3
):
155
63
.
145.
Li
SG
,
Ye
ZY
,
Zhao
ZS
,
Tao
HQ
,
Wang
YY
,
Niu
CY
.
Correlation of integrin beta3 mRNA and vascular endothelial growth factor protein expression profiles with the clinicopathological features and prognosis of gastric carcinoma
.
World J Gastroenterol
.
2008
;
14
(
3
):
421
7
.
146.
Kohli
P
,
Penumadu
P
,
Srinivas
BH
,
M
S
,
Dubashi
B
,
Kate
V
,
.
Clinicopathological profile and its association with peritoneal disease among gastric cancer patients
.
Surg Oncol
.
2021
;
38
:
101595
.
147.
Cates
CA
,
Michael
RL
,
Stayrook
KR
,
Harvey
KA
,
Burke
YD
,
Randall
SK
,
.
Prenylation of oncogenic human PTP(CAAX) protein tyrosine phosphatases
.
Cancer Lett
.
1996
;
110
(
1–2
):
49
55
.
148.
Diamond
RH
,
Cressman
DE
,
Laz
TM
,
Abrams
CS
,
Taub
R
.
PRL-1, a unique nuclear protein tyrosine phosphatase, affects cell growth
.
Mol Cell Biol
.
1994
;
14
(
6
):
3752
62
.
149.
Saha
S
,
Bardelli
A
,
Buckhaults
P
,
Velculescu
VE
,
Rago
C
,
St Croix
B
,
.
A phosphatase associated with metastasis of colorectal cancer
.
Science
.
2001
;
294
(
5545
):
1343
6
.
150.
Zeng
Q
,
Dong
JM
,
Guo
K
,
Li
J
,
Tan
HX
,
Koh
V
,
.
PRL-3 and PRL-1 promote cell migration, invasion, and metastasis
.
Cancer Res
.
2003
;
63
(
11
):
2716
22
.
151.
Miskad
UA
,
Semba
S
,
Kato
H
,
Yokozaki
H
.
Expression of PRL-3 phosphatase in human gastric carcinomas: close correlation with invasion and metastasis
.
Pathobiology
.
2004
;
71
(
4
):
176
84
.
152.
Li
ZR
,
Wang
Z
,
Zhu
BH
,
He
YL
,
Peng
JS
,
Cai
SR
,
.
Association of tyrosine PRL-3 phosphatase protein expression with peritoneal metastasis of gastric carcinoma and prognosis
.
Surg Today
.
2007
;
37
(
8
):
646
51
.
153.
Xiong
J
,
Li
Z
,
Zhang
Y
,
Li
D
,
Zhang
G
,
Luo
X
,
.
PRL-3 promotes the peritoneal metastasis of gastric cancer through the PI3K/Akt signaling pathway by regulating PTEN
.
Oncol Rep
.
2016
;
36
(
4
):
1819
28
.
154.
Takeichi
M
.
Cadherin cell adhesion receptors as a morphogenetic regulator
.
Science
.
1991
;
251
(
5000
):
1451
5
.
155.
Frixen
UH
,
Behrens
J
,
Sachs
M
,
Eberle
G
,
Voss
B
,
Warda
A
,
.
E-cadherin-mediated cell-cell adhesion prevents invasiveness of human carcinoma cells
.
J Cell Biol
.
1991
;
113
(
1
):
173
85
.
156.
Oka
H
,
Shiozaki
H
,
Kobayashi
K
,
Tahara
H
,
Tamura
S
,
Miyata
M
,
.
Immunohistochemical evaluation of E-cadherin adhesion molecule expression in human gastric cancer
.
Virchows Arch A Pathol Anat Histopathol
.
1992
;
421
(
2
):
149
56
.
157.
Shino
Y
,
Watanabe
A
,
Yamada
Y
,
Tanase
M
,
Yamada
T
,
Matsuda
M
,
.
Clinicopathologic evaluation of immunohistochemical E-cadherin expression in human gastric carcinomas
.
Cancer
.
1995
;
76
(
11
):
2193
201
.
158.
Shimada
Y
,
Yamasaki
S
,
Hashimoto
Y
,
Ito
T
,
Kawamura
J
,
Soma
T
,
.
Clinical significance of dysadherin expression in gastric cancer patients
.
Clin Cancer Res
.
2004
;
10
(
8
):
2818
23
.
159.
Perbal
B
.
NOV (nephroblastoma overexpressed) and the CCN family of genes: structural and functional issues
.
Mol Pathol
.
2001
;
54
(
2
):
57
79
.
160.
Li
MH
,
Sanchez
T
,
Pappalardo
A
,
Lynch
KR
,
Hla
T
,
Ferrer
F
.
Induction of antiproliferative connective tissue growth factor expression in Wilms’ tumor cells by sphingosine-1-phosphate receptor 2
.
Mol Cancer Res
.
2008
;
6
(
10
):
1649
56
.
161.
Jiang
CG
,
Lv
L
,
Liu
FR
,
Wang
ZN
,
Liu
FN
,
Li
YS
,
.
Downregulation of connective tissue growth factor inhibits the growth and invasion of gastric cancer cells and attenuates peritoneal dissemination
.
Mol Cancer
.
2011
;
10
:
122
.
162.
Chen
CN
,
Chang
CC
,
Lai
HS
,
Jeng
YM
,
Chen
CI
,
Chang
KJ
,
.
Connective tissue growth factor inhibits gastric cancer peritoneal metastasis by blocking integrin α3β1-dependent adhesion
.
Gastric Cancer
.
2015
;
18
(
3
):
504
15
.
163.
Xia
Q
,
Zhou
Y
,
Yong
H
,
Wang
X
,
Zhao
W
,
Ding
G
,
.
Elevated epiregulin expression predicts poor prognosis in gastric cancer
.
Pathol Res Pract
.
2019 May
;
215
(
5
):
873
9
.
164.
Sukocheva
OA
.
Expansion of sphingosine kinase and sphingosine-1-phosphate receptor function in normal and cancer cells: from membrane restructuring to mediation of estrogen signaling and stem cell programming
.
Int J Mol Sci
.
2018
;
19
(
2
):
E420
.
165.
Shida
D
,
Takabe
K
,
Kapitonov
D
,
Milstien
S
,
Spiegel
S
.
Targeting SphK1 as a new strategy against cancer
.
Curr Drug Targets
.
2008
;
9
(
8
):
662
73
.
166.
Yin
S
,
Miao
Z
,
Tan
Y
,
Wang
P
,
Xu
X
,
Zhang
C
,
.
SPHK1-induced autophagy in peritoneal mesothelial cell enhances gastric cancer peritoneal dissemination
.
Cancer Med
.
2019
;
8
(
4
):
1731
43
.
167.
Tripathi
V
,
Ellis
JD
,
Shen
Z
,
Song
DY
,
Pan
Q
,
Watt
AT
,
.
The nuclear-retained noncoding RNA MALAT1 regulates alternative splicing by modulating SR splicing factor phosphorylation
.
Mol Cell
.
2010
;
39
(
6
):
925
38
.
168.
Yang
L
,
Lin
C
,
Liu
W
,
Zhang
J
,
Ohgi
KA
,
Grinstein
JD
,
.
ncRNA- and Pc2 methylation-dependent gene relocation between nuclear structures mediates gene activation programs
.
Cell
.
2011
;
147
(
4
):
773
88
.
169.
Lin
R
,
Maeda
S
,
Liu
C
,
Karin
M
,
Edgington
TS
.
A large noncoding RNA is a marker for murine hepatocellular carcinomas and a spectrum of human carcinomas
.
Oncogene
.
2007
;
26
(
6
):
851
8
.
170.
Yamada
K
,
Kano
J
,
Tsunoda
H
,
Yoshikawa
H
,
Okubo
C
,
Ishiyama
T
,
.
Phenotypic characterization of endometrial stromal sarcoma of the uterus
.
Cancer Sci
.
2006
;
97
(
2
):
106
12
.
171.
Xu
C
,
Yang
M
,
Tian
J
,
Wang
X
,
Li
Z
.
MALAT-1: a long non-coding RNA and its important 3′ end functional motif in colorectal cancer metastasis
.
Int J Oncol
.
2011
;
39
(
1
):
169
75
.
172.
Yang
Z
,
Zhou
L
,
Wu
LM
,
Lai
MC
,
Xie
HY
,
Zhang
F
,
.
Overexpression of long non-coding RNA HOTAIR predicts tumor recurrence in hepatocellular carcinoma patients following liver transplantation
.
Ann Surg Oncol
.
2011
;
18
(
5
):
1243
50
.
173.
Gupta
RA
,
Shah
N
,
Wang
KC
,
Kim
J
,
Horlings
HM
,
Wong
DJ
,
.
Long non-coding RNA HOTAIR reprograms chromatin state to promote cancer metastasis
.
Nature
.
2010
;
464
(
7291
):
1071
6
.
174.
Kogo
R
,
Shimamura
T
,
Mimori
K
,
Kawahara
K
,
Imoto
S
,
Sudo
T
,
.
Long noncoding RNA HOTAIR regulates polycomb-dependent chromatin modification and is associated with poor prognosis in colorectal cancers
.
Cancer Res
.
2011
;
71
(
20
):
6320
6
.
175.
Okugawa
Y
,
Toiyama
Y
,
Hur
K
,
Toden
S
,
Saigusa
S
,
Tanaka
K
,
.
Metastasis-associated long non-coding RNA drives gastric cancer development and promotes peritoneal metastasis
.
Carcinogenesis
.
2014
;
35
(
12
):
2731
9
.
176.
Das
B
,
Tsuchida
R
,
Malkin
D
,
Koren
G
,
Baruchel
S
,
Yeger
H
.
Hypoxia enhances tumor stemness by increasing the invasive and tumorigenic side population fraction
.
Stem Cells
.
2008
;
26
(
7
):
1818
30
.
177.
Schwab
LP
,
Peacock
DL
,
Majumdar
D
,
Ingels
JF
,
Jensen
LC
,
Smith
KD
,
.
Hypoxia-inducible factor 1α promotes primary tumor growth and tumor-initiating cell activity in breast cancer
.
Breast Cancer Res
.
2012
;
14
(
1
):
R6
.
178.
Pistollato
F
,
Rampazzo
E
,
Persano
L
,
Abbadi
S
,
Frasson
C
,
Denaro
L
,
.
Interaction of hypoxia-inducible factor-1α and Notch signaling regulates medulloblastoma precursor proliferation and fate
.
Stem Cells
.
2010
;
28
(
11
):
1918
29
.
179.
Pistollato
F
,
Abbadi
S
,
Rampazzo
E
,
Persano
L
,
Della Puppa
A
,
Frasson
C
,
.
Intratumoral hypoxic gradient drives stem cells distribution and MGMT expression in glioblastoma
.
Stem Cells
.
2010
;
28
(
5
):
851
62
.
180.
Ashley
N
,
Yeung
TM
,
Bodmer
WF
.
Stem cell differentiation and lumen formation in colorectal cancer cell lines and primary tumors
.
Cancer Res
.
2013
;
73
(
18
):
5798
809
.
181.
Miao
ZF
,
Wang
ZN
,
Zhao
TT
,
Xu
YY
,
Gao
J
,
Miao
F
,
.
Peritoneal milky spots serve as a hypoxic niche and favor gastric cancer stem/progenitor cell peritoneal dissemination through hypoxia-inducible factor 1α
.
Stem Cells
.
2014
;
32
(
12
):
3062
74
.
182.
Gilkes
DM
,
Bajpai
S
,
Chaturvedi
P
,
Wirtz
D
,
Semenza
GL
.
Hypoxia-inducible factor 1 (HIF-1) promotes extracellular matrix remodeling under hypoxic conditions by inducing P4HA1, P4HA2, and PLOD2 expression in fibroblasts
.
J Biol Chem
.
2013
;
288
(
15
):
10819
29
.
183.
Gilkes
DM
,
Bajpai
S
,
Wong
CC
,
Chaturvedi
P
,
Hubbi
ME
,
Wirtz
D
,
.
Procollagen lysyl hydroxylase 2 is essential for hypoxia-induced breast cancer metastasis
.
Mol Cancer Res
.
2013
;
11
(
5
):
456
66
.
184.
Kiyozumi
Y
,
Iwatsuki
M
,
Kurashige
J
,
Ogata
Y
,
Yamashita
K
,
Koga
Y
,
.
PLOD2 as a potential regulator of peritoneal dissemination in gastric cancer
.
Int J Cancer
.
2018
;
143
(
5
):
1202
11
.
185.
Halberg
N
,
Sengelaub
CA
,
Navrazhina
K
,
Molina
H
,
Uryu
K
,
Tavazoie
SF
.
PITPNC1 recruits RAB1B to the golgi network to drive malignant secretion
.
Cancer Cell
.
2016
;
29
(
3
):
339
53
.
186.
Tan
Y
,
Lin
K
,
Zhao
Y
,
Wu
Q
,
Chen
D
,
Wang
J
,
.
Adipocytes fuel gastric cancer omental metastasis via PITPNC1-mediated fatty acid metabolic reprogramming
.
Theranostics
.
2018
;
8
(
19
):
5452
68
.
187.
Ishimura
N
,
Amano
Y
,
Sanchez-Siles
AA
,
Fukuhara
H
,
Takahashi
Y
,
Uno
G
,
.
Fatty acid synthase expression in Barrett’s esophagus: implications for carcinogenesis
.
J Clin Gastroenterol
.
2011
;
45
(
8
):
665
72
.
188.
Uddin
S
,
Jehan
Z
,
Ahmed
M
,
Alyan
A
,
Al-Dayel
F
,
Hussain
A
,
.
Overexpression of fatty acid synthase in Middle Eastern epithelial ovarian carcinoma activates AKT and its inhibition potentiates cisplatin-induced apoptosis
.
Mol Med
.
2011
;
17
(
7–8
):
635
45
.
189.
Liu
ZL
,
Wang
G
,
Peng
AF
,
Luo
QF
,
Zhou
Y
,
Huang
SH
.
Fatty acid synthase expression in osteosarcoma and its correlation with pulmonary metastasis
.
Oncol Lett
.
2012
;
4
(
5
):
878
82
.
190.
Wu
D
,
Xu
J
,
Yu
G
,
Zhang
B
,
Wang
H
,
Wang
C
,
.
Expression status of fatty acid synthase (FAS) but not HER2 is correlated with the differentiation grade and prognosis of esophageal carcinoma
.
Hepatogastroenterology
.
2013
;
60
(
121
):
99
106
.
191.
Xiang
HG
,
Hao
J
,
Zhang
WJ
,
Lu
WJ
,
Dong
P
,
Liu
YB
,
.
Expression of fatty acid synthase negatively correlates with PTEN and predicts peritoneal dissemination of human gastric cancer
.
Asian Pac J Cancer Prev
.
2015
;
16
(
16
):
6851
5
.
192.
Kim
HY
,
Gladyshev
VN
.
Methionine sulfoxide reductases: selenoprotein forms and roles in antioxidant protein repair in mammals
.
Biochem J
.
2007
;
407
(
3
):
321
9
.
193.
Lim
DH
,
Han
JY
,
Kim
JR
,
Lee
YS
,
Kim
HY
.
Methionine sulfoxide reductase B in the endoplasmic reticulum is critical for stress resistance and aging in Drosophila
.
Biochem Biophys Res Commun
.
2012
;
419
(
1
):
20
6
.
194.
Morel
AP
,
Ginestier
C
,
Pommier
RM
,
Cabaud
O
,
Ruiz
E
,
Wicinski
J
,
.
A stemness-related ZEB1-MSRB3 axis governs cellular pliancy and breast cancer genome stability
.
Nat Med
.
2017
;
23
(
5
):
568
78
.
195.
Feng
Y
,
Jiang
Y
,
Wen
T
,
Meng
F
,
Shu
X
.
Identifying potential prognostic markers for muscle-invasive bladder urothelial carcinoma by weighted gene Co-expression network analysis
.
Pathol Oncol Res
.
2020
;
26
(
2
):
1063
72
.
196.
Zhang
S
,
Zang
D
,
Cheng
Y
,
Li
Z
,
Yang
B
,
Guo
T
,
.
Identification of key gene and pathways for the prediction of peritoneal metastasis of gastric cancer by Co-expression analysis
.
J Cancer
.
2020
;
11
(
10
):
3041
51
.
197.
Zang
D
,
Zhang
C
,
Li
C
,
Fan
Y
,
Li
Z
,
Hou
K
,
.
LPPR4 promotes peritoneal metastasis via Sp1/integrin α/FAK signaling in gastric cancer
.
Am J Cancer Res
.
2020
;
10
(
3
):
1026
44
.
198.
Kanda
M
,
Shimizu
D
,
Tanaka
H
,
Tanaka
C
,
Kobayashi
D
,
Hayashi
M
,
.
Synaptotagmin XIII expression and peritoneal metastasis in gastric cancer
.
Br J Surg
.
2018
;
105
(
10
):
1349
58
.
199.
Halleen
JM
.
Tartrate-resistant acid phosphatase 5B is a specific and sensitive marker of bone resorption
.
Anticancer Res
.
2003
;
23
(
2A
):
1027
9
.
200.
Scott
KL
,
Nogueira
C
,
Heffernan
TP
,
van Doorn
R
,
Dhakal
S
,
Hanna
JA
,
.
Proinvasion metastasis drivers in early-stage melanoma are oncogenes
.
Cancer Cell
.
2011
;
20
(
1
):
92
103
.
201.
Endo-Munoz
L
,
Cumming
A
,
Rickwood
D
,
Wilson
D
,
Cueva
C
,
Ng
C
,
.
Loss of osteoclasts contributes to development of osteosarcoma pulmonary metastases
.
Cancer Res
.
2010
;
70
(
18
):
7063
72
.
202.
Kawamura
M
,
Tanaka
K
,
Toiyama
Y
,
Okugawa
Y
,
Okigami
M
,
Yasuda
H
,
.
Clinical significance of tartrate-resistant acid phosphatase type-5 expression in human gastric cancer
.
Anticancer Res
.
2014
;
34
(
7
):
3425
9
.
203.
Sawaki
K
,
Kanda
M
,
Miwa
T
,
Umeda
S
,
Tanaka
H
,
Tanaka
C
,
.
Troponin I2 as a specific biomarker for prediction of peritoneal metastasis in gastric cancer
.
Ann Surg Oncol
.
2018
;
25
(
7
):
2083
90
.
204.
Harley
CB
,
Futcher
AB
,
Greider
CW
.
Telomeres shorten during ageing of human fibroblasts
.
Nature
.
1990
;
345
(
6274
):
458
60
.
205.
Shoji
Y
,
Yoshinaga
K
,
Inoue
A
,
Iwasaki
A
,
Sugihara
K
.
Quantification of telomerase activity in sporadic colorectal carcinoma: association with tumor growth and venous invasion
.
Cancer
.
2000
;
88
(
6
):
1304
9
.
206.
Ohnishi
T
,
Watanabe
T
,
Nozawa
H
,
Kitayama
J
,
Nagawa
H
.
Telomerase activity of blood samples and recurrence of colorectal cancer
.
Hepatogastroenterology
.
2008
;
55
(
86–87
):
1513
8
.
207.
Hu
X
,
Wu
H
,
Zhang
S
,
Yuan
H
,
Cao
L
.
Clinical significance of telomerase activity in gastric carcinoma and peritoneal dissemination
.
J Int Med Res
.
2009
;
37
(
4
):
1127
38
.
208.
Cao
Y
,
Tan
S
,
Tu
Y
,
Zhang
G
,
Liu
Y
,
Li
D
,
.
MicroRNA-125a-5p inhibits invasion and metastasis of gastric cancer cells by targeting BRMS1 expression
.
Oncol Lett
.
2018
;
15
(
4
):
5119
30
. (da spostare più avanti) https://doi.org/10.3892/ol.2018.7983.
209.
Hashiguchi
Y
,
Nishida
N
,
Mimori
K
,
Sudo
T
,
Tanaka
F
,
Shibata
K
,
.
Down-regulation of miR-125a-3p in human gastric cancer and its clinicopathological significance
.
Int J Oncol
.
2012
;
40
(
5
):
1477
82
.
210.
Bartel
DP
.
MicroRNAs: target recognition and regulatory functions
.
Cell
.
2009
;
136
(
2
):
215
33
.
211.
Wang
AM
,
Huang
TT
,
Hsu
KW
,
Huang
KH
,
Fang
WL
,
Yang
MH
,
.
Yin Yang 1 is a target of microRNA-34 family and contributes to gastric carcinogenesis
.
Oncotarget
.
2014
;
5
(
13
):
5002
16
.
212.
Han
TS
,
Hur
K
,
Xu
G
,
Choi
B
,
Okugawa
Y
,
Toiyama
Y
,
.
MicroRNA-29c mediates initiation of gastric carcinogenesis by directly targeting ITGB1
.
Gut
.
2015
;
64
(
2
):
203
14
.
213.
Gong
J
,
Li
J
,
Wang
Y
,
Liu
C
,
Jia
H
,
Jiang
C
,
.
Characterization of microRNA-29 family expression and investigation of their mechanistic roles in gastric cancer
.
Carcinogenesis
.
2014
;
35
(
2
):
497
506
.
214.
Li
Z
,
Cao
Y
,
Jie
Z
,
Liu
Y
,
Li
Y
,
Li
J
,
.
miR-495 and miR-551a inhibit the migration and invasion of human gastric cancer cells by directly interacting with PRL-3
.
Cancer Lett
.
2012
;
323
(
1
):
41
7
.
215.
Nishida
N
,
Mimori
K
,
Fabbri
M
,
Yokobori
T
,
Sudo
T
,
Tanaka
F
,
.
MicroRNA-125a-5p is an independent prognostic factor in gastric cancer and inhibits the proliferation of human gastric cancer cells in combination with trastuzumab
.
Clin Cancer Res
.
2011
;
17
(
9
):
2725
33
.
216.
Shimura
T
,
Toden
S
,
Kandimalla
R
,
Toiyama
Y
,
Okugawa
Y
,
Kanda
M
,
.
Genomewide expression profiling identifies a novel miRNA-based signature for the detection of peritoneal metastasis in patients with gastric cancer
.
Ann Surg
.
2021
;
274
(
5
):
e425
34
.
217.
Beermann
J
,
Piccoli
MT
,
Viereck
J
,
Thum
T
.
Non-coding RNAs in development and disease: background, mechanisms, and therapeutic approaches
.
Physiol Rev
.
2016
;
96
(
4
):
1297
325
.
218.
Seitz
AK
,
Christensen
LL
,
Christensen
E
,
Faarkrog
K
,
Ostenfeld
MS
,
Hedegaard
J
,
.
Profiling of long non-coding RNAs identifies LINC00958 and LINC01296 as candidate oncogenes in bladder cancer
.
Sci Rep
.
2017
;
7
(
1
):
395
.
219.
Chen
BJ
,
Byrne
FL
,
Takenaka
K
,
Modesitt
SC
,
Olzomer
EM
,
Mills
JD
,
.
Transcriptome landscape of long intergenic non-coding RNAs in endometrial cancer
.
Gynecol Oncol
.
2017
;
147
(
3
):
654
62
.
220.
Wang
W
,
Song
ZJ
,
Wang
Y
,
Zhong
WF
,
Kang
P
,
Yang
Y
.
Elevated long non-coding RNA LINC00958 was associated with metastasis and unfavorable prognosis in gastric cancer
.
Eur Rev Med Pharmacol Sci
.
2019
;
23
(
2
):
598
603
.
221.
Lee
IS
,
Lee
H
,
Hur
H
,
Kanda
M
,
Yook
JH
,
Kim
BS
,
.
Transcriptomic profiling identifies a risk stratification signature for predicting peritoneal recurrence and micrometastasis in gastric cancer
.
Clin Cancer Res
.
2021
;
27
(
8
):
2292
300
.
222.
Yamamoto
M
,
Baba
H
,
Kakeji
Y
,
Endo
K
,
Ikeda
Y
,
Toh
Y
,
.
Prognostic significance of tumor markers in peritoneal lavage in advanced gastric cancer
.
Oncology
.
2004
;
67
(
1
):
19
26
.
223.
Iida
T
,
Iwahashi
M
,
Katsuda
M
,
Ishida
K
,
Nakamori
M
,
Nakamura
M
,
.
Prognostic significance of IL-17 mRNA expression in peritoneal lavage in gastric cancer patients who underwent curative resection
.
Oncol Rep
.
2014
;
31
(
2
):
605
12
.
224.
Li
Z
,
Zhang
D
,
Zhang
H
,
Miao
Z
,
Tang
Y
,
Sun
G
,
.
Prediction of peritoneal recurrence by the mRNA level of CEA and MMP-7 in peritoneal lavage of gastric cancer patients
.
Tumour Biol
.
2014
;
35
(
4
):
3463
70
.
225.
Dalal
KM
,
Woo
Y
,
Kelly
K
,
Galanis
C
,
Gonen
M
,
Fong
Y
,
.
Detection of micrometastases in peritoneal washings of gastric cancer patients by the reverse transcriptase polymerase chain reaction
.
Gastric Cancer
.
2008
;
11
(
4
):
206
13
.
226.
Mori
K
,
Suzuki
T
,
Uozaki
H
,
Nakanishi
H
,
Ueda
T
,
Matsuno
Y
,
.
Detection of minimal gastric cancer cells in peritoneal washings by focused microarray analysis with multiple markers: clinical implications
.
Ann Surg Oncol
.
2007
;
14
(
5
):
1694
702
.
227.
Wang
JY
,
Lin
SR
,
Lu
CY
,
Chen
CC
,
Wu
DC
,
Chai
CY
,
.
Gastric cancer cell detection in peritoneal lavage: RT-PCR for carcinoembryonic antigen transcripts versus the combined cytology with peritoneal carcinoembryonic antigen levels
.
Cancer Lett
.
2005
;
223
(
1
):
129
35
.
228.
Nakanishi
K
,
Kanda
M
,
Umeda
S
,
Tanaka
C
,
Kobayashi
D
,
Hayashi
M
,
.
The levels of SYT13 and CEA mRNAs in peritoneal lavages predict the peritoneal recurrence of gastric cancer
.
Gastric Cancer
.
2019
;
22
(
6
):
1143
52
.
229.
Nakanishi
H
,
Kodera
Y
,
Yamamura
Y
,
Ito
S
,
Kato
T
,
Ezaki
T
,
.
Rapid quantitative detection of carcinoembryonic antigen-expressing free tumor cells in the peritoneal cavity of gastric-cancer patients with real-time RT-PCR on the lightcycler
.
Int J Cancer
.
2000
;
89
(
5
):
411
7
.
230.
Kodera
Y
,
Nakanishi
H
,
Yamamura
Y
,
Shimizu
Y
,
Torii
A
,
Hirai
T
,
.
Prognostic value and clinical implications of disseminated cancer cells in the peritoneal cavity detected by reverse transcriptase-polymerase chain reaction and cytology
.
Int J Cancer
.
1998
;
79
(
4
):
429
33
.
231.
Kanetaka
K
,
Ito
S
,
Susumu
S
,
Yoneda
A
,
Fujita
F
,
Takatsuki
M
,
.
Clinical significance of carcinoembryonic antigen in peritoneal lavage from patients with gastric cancer
.
Surgery
.
2013
;
154
(
3
):
563
72
.
232.
Rosenberg
R
,
Nekarda
H
,
Bauer
P
,
Schenck
U
,
Hoefler
H
,
Siewert
JR
.
Free peritoneal tumour cells are an independent prognostic factor in curatively resected stage IB gastric carcinoma
.
Br J Surg
.
2006
;
93
(
3
):
325
31
.
233.
Nekarda
H
,
Gess
C
,
Stark
M
,
Mueller
JD
,
Fink
U
,
Schenck
U
,
.
Immunocytochemically detected free peritoneal tumour cells (FPTC) are a strong prognostic factor in gastric carcinoma
.
Br J Cancer
.
1999
;
79
(
3–4
):
611
9
.
234.
Sakakura
C
,
Takemura
M
,
Hagiwara
A
,
Shimomura
K
,
Miyagawa
K
,
Nakashima
S
,
.
Overexpression of dopa decarboxylase in peritoneal dissemination of gastric cancer and its potential as a novel marker for the detection of peritoneal micrometastases with real-time RT-PCR
.
Br J Cancer
.
2004
;
90
(
3
):
665
71
.
235.
Zeng
R
,
Li
B
,
Huang
J
,
Zhong
M
,
Li
L
,
Duan
C
,
.
Lysophosphatidic acid is a biomarker for peritoneal carcinomatosis of gastric cancer and correlates with poor prognosis
.
Genet Test Mol Biomarkers
.
2017
;
21
(
11
):
641
8
.
236.
Mori
N
,
Oka
M
,
Hazama
S
,
Iizuka
N
,
Yamamoto
K
,
Yoshino
S
,
.
Detection of telomerase activity in peritoneal lavage fluid from patients with gastric cancer using immunomagnetic beads
.
Br J Cancer
.
2000
;
83
(
8
):
1026
32
.
237.
Da
MX
,
Wu
XT
,
Guo
TK
,
Zhao
ZG
,
Luo
T
,
Qian
K
,
.
Clinical significance of telomerase activity in peritoneal lavage fluid from patients with gastric cancer and its relationship with cellular proliferation
.
World J Gastroenterol
.
2007
;
13
(
22
):
3122
7
.
238.
Ushiku
H
,
Yamashita
K
,
Ema
A
,
Minatani
N
,
Kikuchi
M
,
Kojo
K
,
.
DNA diagnosis of peritoneal fluid cytology test by CDO1 promoter DNA hypermethylation in gastric cancer
.
Gastric Cancer
.
2017
;
20
(
5
):
784
92
.
239.
Ohzawa
H
,
Saito
A
,
Kumagai
Y
,
Kimura
Y
,
Yamaguchi
H
,
Hosoya
Y
,
.
Reduced expression of exosomal miR-29s in peritoneal fluid is a useful predictor of peritoneal recurrence after curative resection of gastric cancer with serosal involvement
.
Oncol Rep
.
2020
;
43
(
4
):
1081
8
.
240.
Wang
R
,
Song
S
,
Harada
K
,
Ghazanfari Amlashi
F
,
Badgwell
B
,
Pizzi
MP
,
.
Multiplex profiling of peritoneal metastases from gastric adenocarcinoma identified novel targets and molecular subtypes that predict treatment response
.
Gut
.
2020
;
69
(
1
):
18
31
.
241.
Tanaka
Y
,
Chiwaki
F
,
Kojima
S
,
Kawazu
M
,
Komatsu
M
,
Ueno
T
,
.
Multi-omic profiling of peritoneal metastases in gastric cancer identifies molecular subtypes and therapeutic vulnerabilities
.
Nat Cancer
.
2021
;
2
(
9
):
962
77
.
242.
Lim
B
,
Kim
C
,
Kim
JH
,
Kwon
WS
,
Lee
WS
,
Kim
JM
,
.
Genetic alterations and their clinical implications in gastric cancer peritoneal carcinomatosis revealed by whole-exome sequencing of malignant ascites
.
Oncotarget
.
2016
;
7
(
7
):
8055
66
.
243.
Lauren
P
.
The two histological main types of gastric carcinoma: diffuse and so-called intestinal-type carcinoma. An attempt at histo-clinical classification
.
Acta Pathol Microbiol Scand
.
1965
;
64
:
31
49
.
244.
Koemans
WJ
,
Luijten
JCHBM
,
van der Kaaij
RT
,
Grootscholten
C
,
Snaebjornsson
P
,
Verhoeven
RHA
,
.
The metastatic pattern of intestinal and diffuse type gastric carcinoma: a Dutch national cohort study
.
Cancer Epidemiol
.
2020
;
69
:
101846
.
245.
Verstegen
MH
,
Harker
M
,
van de Water
C
,
van Dieren
J
,
Hugen
N
,
Nagtegaal
ID
,
.
Metastatic pattern in esophageal and gastric cancer: influenced by site and histology
.
World J Gastroenterol
.
2020
;
26
(
39
):
6037
46
.
246.
Chen
X
,
Chen
S
,
Wang
X
,
Nie
R
,
Chen
D
,
Xiang
J
,
.
Analysis and external validation of a nomogram to predict peritoneal dissemination in gastric cancer
.
Chin J Cancer Res
.
2020
;
32
(
2
):
197
207
.
247.
Huang
KH
,
Chen
MH
,
Fang
WL
,
Lin
CH
,
Chao
Y
,
Lo
SS
,
.
The clinicopathological characteristics and genetic alterations of signet-ring cell carcinoma in gastric cancer
.
Cancers
.
2020
;
12
(
8
):
E2318
.
248.
Desuki
A
,
Staib
F
,
Gockel
I
,
Moehler
M
,
Lang
H
,
Biesterfeld
S
,
.
Loss of LLGL1 expression correlates with diffuse gastric cancer and distant peritoneal metastases.
.
Can J Gastroenterol Hepatol
.
2019
;
2019
:
2920493
.
249.
Kim
SR
,
Shin
K
,
Park
JM
,
Lee
HH
,
Song
KY
,
Lee
SH
,
.
Clinical significance of CLDN18.2 expression in metastatic diffuse-type gastric cancer
.
J Gastric Cancer
.
2020
;
20
(
4
):
408
20
.

Additional information

Valentina Mari and Valentina Angerilli: co-first authorship.Matteo Fassan and Gaya Spolverato: co-last authorship.