Next Article in Journal
Some Candidate Drugs for Pharmacotherapy of Alzheimer’s Disease
Next Article in Special Issue
GALAD Score Detects Early-Stage Hepatocellular Carcinoma in a European Cohort of Chronic Hepatitis B and C Patients
Previous Article in Journal
Periodontal Wound Healing and Tissue Regeneration: A Narrative Review
Previous Article in Special Issue
Therapeutic Use of Valproic Acid and All-Trans Retinoic Acid in Acute Myeloid Leukemia—Literature Review and Discussion of Possible Use in Relapse after Allogeneic Stem Cell Transplantation
 
 
Search for Articles:
Title / Keyword
Author / Affiliation / Email
Journal
Article Type
 
 
Advanced Search
 
Section
Special Issue
Volume
Issue
Number
Page
 
Journals
Pharmaceuticals
Volume 14
Issue 5
10.3390/ph14050457
pharmaceuticals-logo
Submit to this Journal Review for this Journal Propose a Special Issue
► Article Menu

Article Menu

share Share announcement Help format_quote Cite question_answer Discuss in SciProfiles thumb_up
...
Endorse textsms
...
Comment
first_page
settings
Order Article Reprints
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Genetic and Epigenetic Alterations of CDH1 Regulatory Regions in Hereditary and Sporadic Gastric Cancer

by
Gianluca Tedaldi
1,*,
Chiara Molinari
1,
Celina São José
2,3,4,
Rita Barbosa-Matos
2,3,5,
Ana André
2,3,
Rita Danesi
6,
Valentina Arcangeli
6,
Mila Ravegnani
6,
Luca Saragoni
7,
Paolo Morgagni
8,
Francesca Rebuzzi
1,
Matteo Canale
1,
Sara Pignatta
1,
Elisa Ferracci
9,
Giovanni Martinelli
10,
Guglielmina Nadia Ranzani
11,
Carla Oliveira
2,3,12,*,
Daniele Calistri
1,† and
Paola Ulivi
1,†
1
Biosciences Laboratory, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy
2
i3S, Institute for Research and Innovation in Health, University of Porto, 4200-135 Porto, Portugal
3
IPATIMUP, Institute of Molecular Pathology and Immunology, University of Porto, 4200-135 Porto, Portugal
4
Doctoral Programme in Biomedicine, Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal
5
Doctoral Programme on Cellular and Molecular Biotechnology Applied to Health Sciences (Biotech Health), ICBAS-Institute of Biomedical Sciences Abel Salazar, University of Porto, 4050-313 Porto, Portugal
6
Romagna Cancer Registry, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy
7
Pathology Unit, Morgagni-Pierantoni Hospital, 47121 Forlì, Italy
8
Department of General Surgery, Morgagni-Pierantoni Hospital, 47121 Forlì, Italy
9
Laboratory of Stem Cells and Cancer Genomics, University of Trento, 38123 Trento, Italy
10
Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, 47014 Meldola, Italy
11
Department of Biology and Biotechnology, University of Pavia, 27100 Pavia, Italy
12
Faculty of Medicine of the University of Porto (FMUP), 4200-319 Porto, Portugal
 
add Show full affiliation list
 
remove Hide full affiliation list
*
Authors to whom correspondence should be addressed.
†
These authors contributed equally to this work.
Pharmaceuticals 2021, 14(5), 457; https://doi.org/10.3390/ph14050457
Submission received: 31 March 2021 / Revised: 4 May 2021 / Accepted: 7 May 2021 / Published: 12 May 2021
(This article belongs to the Special Issue Cancer Translational Biomarkers and Targeted Therapies)
Browse Figures
Versions Notes

Abstract

:
E-cadherin is a key player in gastric cancer (GC) and germline alterations of CDH1, its encoding gene, are responsible for Hereditary Diffuse Gastric Cancer (HDGC) syndrome. This study aimed at elucidating the role of genetic variants and DNA methylation of CDH1 promoter and enhancers in the regulation of gene expression. For this purpose, we analyzed genetic variants of the CDH1 gene through Next-Generation Sequencing (NGS) in a series of GC cell lines (NCI-N87, KATO-III, SNU-1, SNU-5, GK2, AKG, KKP) and the corresponding CDH1 expression levels. By bisulfite genomic sequencing, we analyzed the methylation status of CDH1 regulatory regions in 8 GC cell lines, in a series of 13 sporadic GC tissues and in a group of 20 HDGC CDH1-negative patients and 6 healthy controls. The NGS analysis on CDH1 coding and regulatory regions detected genetic alterations in 3 out of 5 GC cell lines lacking functional E-cadherin. CDH1 regulatory regions showed different methylation patterns in patients and controls, GC cell lines and GC tissues, expressing different E-cadherin levels. Our results showed that alterations in terms of genetic variants and DNA methylation patterns of both promoter and enhancers are associated with CDH1 expression levels and have a role in its regulation.

1. Introduction

In 2020, gastric cancer (GC) ranked fifth for incidence and fourth for mortality, worldwide [1]. Although GC is commonly sporadic, about 10–20% of cases show familial clustering and 1–3% of cases can be considered hereditary [2]. Sporadic GC occurs at an older age, is mainly associated with intestinal histotype (IGC) [3] and is related to environmental risk factors, such as microbial infection and diet [4]. Hereditary GC is characterized by early-onset, is mainly of the diffuse histotype (DGC) and is associated with alterations in different predisposition genes [5]. Nevertheless, with the exception of the inherited familial syndromes, the observed familial clustering of cancer is not well explained and may occur due to an inherited genetic susceptibility, together with shared lifestyle and environmental factors [6].
The main gene involved in hereditary GC is CDH1, encoding the E-cadherin protein [7], whose germline mutations are responsible for Hereditary Diffuse Gastric Cancer (HDGC) [8], a genetic syndrome linked to a lifetime GC risk of 42–70% in male carriers and 33–56% in female carriers, who also have a 39–55% risk of lobular breast cancer (LBC) [9,10]. The oncogenesis in HDGC syndrome follows the “two-hit model” [11], in which the presence of a germline mutation of the CDH1 gene (first hit) is followed by the inactivation of the other allele (second hit) by mutations or deletions (loss of heterozygosity-LOH). However, it has been shown that CDH1 promoter hypermethylation represents the main cause of inactivation of the wild-type allele in HDGC tumors [12,13,14].
The CDH1 gene is a driver of carcinogenesis also in sporadic GC of both diffuse and intestinal histotypes [15,16] and CDH1 epigenetic alterations, such as promoter hypermethylation and histone modifications, have also been detected in most sporadic GCs as a cause of E-cadherin impairment [15,17,18,19,20].
Given the importance of CDH1 in the oncogenesis of hereditary and sporadic GC, different studies were carried out to understand the regulatory mechanisms of CDH1 gene expression. In particular, the studies focused on the 65kb-region of CDH1 intron 2, which is characterized by the presence of cis-regulatory sequences necessary for transcription and, therefore, for the regulation of gene expression [21,22,23].
Moreover, not only a large body of data supports the notion that DNA methylation is crucial in regulating gene expression, but recent findings also point to a link between this mechanism and cancer predisposition. Accordingly, studies aimed at linking genomic regions associated with cancer susceptibility and expression of genes involved in cancer development have already shown that promoters’ and enhancers’ sequence polymorphisms and methylation status can contribute to cancer risk [24,25].
The present study aimed to perform a molecular characterization of genetic and epigenetic alterations of CDH1 promoter and enhancer sequences to deeply understand the mechanisms that regulate gene expression and to provide the rationale for investigating CDH1 methylation in CDH1-negative patients with suspected genetic predisposition to GC.

2. Results

2.1. CDH1 Variant Analysis on GC Cell Lines

The CDH1 variant analysis was performed by Next-Generation Sequencing (NGS) on seven GC cell lines (NCI-N87, KATO-III, SNU-5, SNU-1, AKG, GK2, KKP).
Results showed the presence of a CDH1 pathogenic variant in three cell lines (KATO-III, SNU-5 and KKP), whereas in the other four cell lines no CDH1 variants with relevant significance were detected (Supplementary Table S1).

2.2. Identification of CDH1 Regulatory Regions

The promoter and the enhancers of the CDH1 gene were identified through the UCSC Genome Browser. The CDH1 promoter is located in a CpG island of 1310 bp covering exons 1 and 2 (Figure 1). The FANTOM5 tool of the UCSC Genome Browser identified seven enhancers in the CDH1 locus, one located 4724 bp upstream from the CDH1 transcription start site (TSS), and six located within intron 2 (Figure 1).

2.3. CDH1 Methylation Analysis on DNA from GC Cell Lines, Peripheral Blood and Gastric Tissues

The methylation analysis of CDH1 promoter and enhancers was performed on eight GC cell lines (NCI-N87, KATO-III, SNU-5, SNU-1, AKG, GK2, KKP and MKN-74), on germline DNA from peripheral blood of 6 healthy individuals and 20 HDGC CDH1-negative patients (15 with DGC and 5 with LBC) and on gastric normal and tumor tissues from 13 sporadic GC patients (10 with IGC, 1 with DGC, 1 with mucinous GC and 1 with mixed GC). We analyzed the methylation status of CpG sites located in the core of the CDH1 promoter and in six enhancers of CDH1 gene (Figure 1 and Supplementary Table S2).
The methylation analysis revealed different methylation patterns in the eight GC cell lines, with different CpG sites being methylated along promoter and enhancer sequences, in particular enhancers A, B and D (Figure 2).
The methylation analysis performed on the germline DNA derived from blood of 6 healthy controls and of 20 HDGC CDH1-negative patients (15 with DGC and 5 with LBC) revealed a strongly conserved methylation pattern along promoter and enhancer sequences, with absence of methylation in the promoter and almost full methylation in enhancer B in all patients and controls (Figure 3 and Supplementary Figures S1 and S2).
The methylation analysis performed on DNA from gastric normal and tumor tissues of 13 patients with sporadic GC revealed differences in the methylation pattern of normal vs. tumor tissues, with an increased methylation in particular in enhancers A, B and E of tumor tissues (Figure 4 and Supplementary Figure S3).

2.4. CDH1 Expression Analysis in GC Cell Lines and Gastric Tissues

The CDH1 expression analysis was performed by quantitative PCR (qPCR) on seven GC cell lines (NCI-N87, KATO-III, SNU-5, SNU-1, AKG, GK2, KKP) and on gastric normal and tumor tissues of eight sporadic IGC patients.
Results from GC cells revealed a reduced CDH1 expression in four of them (SNU-1, SNU-5, GK2 and KKP) and a “normal” CDH1 expression in the other three cell lines (NCI-N87, KATO-III and AKG) (Supplementary Table S3).
Results from gastric normal vs. tumor tissues revealed CDH1 downregulation in six IGC tissues (06/07, 09/07, 12/08, 05/09, 17/11 and 18/11) and CDH1 upregulation in two IGC tissues (08/07 and 10/12) (Table 1).

3. Discussion

GC is one of the most aggressive cancers, with high mortality rates worldwide. For this reason, the prevention and treatment of GC represent the main topics of interest in the research on this disease. One of the most important players in carcinogenesis of both hereditary and sporadic GC is the CDH1 gene, encoding E-cadherin, a component of the adherent junctions between epithelial cells with a tumor suppressor activity [28].
In the present study, we evaluated the role of genetic and epigenetic alterations of the CDH1 gene, in particular the methylation of promoter and enhancers, in the regulation of gene expression and in the predisposition to the development of GC.
Indeed, studies aimed at linking genomic regions associated with cancer susceptibility and expression of genes involved in cancer development have already shown that promoters’ and enhancers’ sequence polymorphisms and methylation status can contribute to cancer risk [24,25].
This evidence prompted us to test this model in the CDH1 gene on GC cell lines and different tissues from patients with hereditary and sporadic GC.
Initially, we identified regulatory regions of the CDH1 gene using bioinformatics tools for the identification of genomic regions with enhancer properties. This analysis revealed that, besides the promoter, there are seven regions in the CDH1 gene with regulatory functions and six of them are located in intron 2, which has been previously identified as a cis-regulatory element with a pivotal role in controlling the gene expression [22].
Consequently, we explored the landscape of the CDH1 gene in terms of DNA mutation and methylation on a series of eight GC cell lines, correlating these results to the gene expression. In particular, we identified CDH1 pathogenic variants in three GC cell lines (KATO-III, SNU-5, KKP). Interestingly, SNU-5 and KKP cell lines also had a significant downregulation of CDH1 expression. KKP cell lines showed a homozygous deletion of a large region including the promoter (with exons 1 and 2) and enhancers A and B, located upstream and downstream, respectively, while the methylation status of the other enhancers (D–G) did not show significant differences compared to GC cell lines expressing CDH1. The SNU-5 cell line showed a CDH1 variant immediately after exon 5 affecting splicing and partial methylation of enhancers A, B and D (absent in the promoter). Of note, these two cell lines are derived from ascitic effusion of patients with a poorly differentiated GC. On the other hand, the third CDH1-mutated GC cell line, KATO-III, despite the presence of a variant in exon 7 with a deleterious effect on splicing [29], showed neither decreased CDH1 expression nor increased promoter/enhancer methylation, suggesting that this variant does not alter the transcription, but rather the protein function. Indeed, KATO-III cell line is derived from a DGC with signet ring cells, a typical characteristic of GCs of HDGC patients.
The methylation analysis on the CDH1 promoter and enhancers revealed increased methylation levels also in SNU-1 and GK2 cell lines, expressing low CDH1 levels but lacking CDH1 variants. Intriguingly, GK2 cells show full methylation of the CDH1 promoter and partial methylation of enhancers B and D (but absent in enhancer A). On the other hand, SNU-1 cells show medium-high levels of methylation in promoter and enhancers A, B and D, compared to GC cell lines expressing CDH1. Of note, these two cell lines are both derived from poorly differentiated GCs.
The last three cell lines (NCI-N87, AKG and MKN-74) showed methylation neither in CDH1 promoter nor in enhancers A and B. Indeed, these GC cell lines have a “normal” expression of CDH1 gene, as demonstrated in the present work (for NCI-N87 and AKG) or previously reported (for MKN-74) [30,31]. Of note, these three GC cell lines are all derived from IGCs well or moderately differentiated.
Overall, the methylation results obtained in GC cell lines suggest that, besides the promoter, the methylation of CpG sites located in the CDH1 enhancers correlates with the gene expression (Table 2).
These results prompted us to analyze the CDH1 promoter/enhancer methylation in the germline DNA of HDGC CDH1-negative patients, in order to identify a signature predisposing GC development in these patients. Indeed, an increased methylation of CDH1 promoter was previously identified in an HDGC CDH1-negative family [32].
To study the methylation of CDH1 promoter and enhancers in the germline DNA, we analyzed the methylation on DNA extracted from peripheral blood on a series of 6 healthy individuals and 20 HDGC CDH1-negative patients (15 with DGC and 5 with LBC). Unexpectedly, this analysis showed a strongly conserved methylation pattern in CDH1 promoter/enhancers both in the healthy controls and the HDGC patients. In particular, enhancer B showed a strong methylation pattern, together with enhancers A and D that were characterized by the presence of CpG sites with partial or full methylation.
E-cadherin, being a component of cell junctions, is not expressed in blood cells but the absence of methylation in the promoter suggests that another mechanism is responsible for CDH1 downregulation. Our results highlight that, in blood cells, the methylation of CDH1 enhancers could be responsible for the lack of expression of the gene. On the other hand, the methylation analysis of promoter/enhancers did not prove to be a valid method to identify individuals with a genetic predisposition to GC. Although DNA methylation is generally not heritable, alterations of the mechanisms underlying DNA methylation can, instead, be inherited, for example, in the form of germline mutations in genes involved in the DNA methylation/demethylation processes. However, considering our results, this event seems not to be a frequent cause of HDGC syndrome.
Finally, we tested the methylation levels of CDH1 promoter/enhancers on a series of sporadic GCs. Results obtained from the analysis of eight IGCs expressing different levels of CDH1 gene showed the presence of some differences in the methylation of CDH1 promoter/enhancers between normal and tumor tissues. One of the two tumors (10/12) with upregulation of CDH1 gene showed a decrease in the promoter methylation compared to the normal tissue, whereas the other (08/07) was characterized by a methylation status substantially comparable with the normal tissue, with some CpG sites of enhancers D and G less methylated in the tumor tissue.
Regarding the six tumors with downregulation of CDH1 gene, they were characterized by the absence of promoter methylation in all normal and tumor tissues, with the exception of one case (17/11) that showed partial methylation of all the CpG sites analyzed in both normal and tumor tissues. On the other hand, the methylation status of CDH1 enhancers showed slight differences between normal and tumor tissues, with an increased methylation especially in the CpG sites of enhancers A, B and E in almost all the cases. An additional series of five patients with sporadic GC was studied for CDH1 promoter, enhancer A and B methylation (Supplementary Figure S3) showing a similar pattern.
This result suggests that CDH1 enhancer methylation could have a role in gene expression regulation also in GC of the intestinal histotype, in which E-cadherin impairment is a less frequent event [15]. Moreover, in IGC, the CDH1 gene has been demonstrated to be regulated by other epigenetic mechanisms such as microRNA expression [16,33].
Taking into account all these results, we can conclude that the methylation status of CDH1 enhancers correlates with the gene expression levels and seems to have an important role in the gene regulation. Particularly in blood cells, where promoter methylation is absent, the presence of a specific pattern of methylation in the enhancers suggests that it could be a repression mechanism stronger than promoter methylation. This provides the rationale to investigate CDH1 promoter/enhancer methylation in the gastric tissue of patients with suspected genetic predisposition to GC, since it could be an early event of the carcinogenesis process in HDGC CDH1-negative patients.
Moreover, CDH1 hypermethylation could be a potential novel drug target for developing personalized therapies [34,35]. However, further studies on a larger number of patients with GC of different histotypes are necessary to confirm our results and to deeply understand the role of enhancer methylation in the regulation of CDH1 gene.

4. Materials and Methods

4.1. Cell Lines

The study was performed on four commercial GC cell lines (SNU-1 ATCC Cat# CRL-5971, RRID:CVCL_0099, SNU-5 ATCC Cat# CRL-5973, RRID:CVCL_0078, KATO-III ATCC Cat# HTB-103, RRID:CVCL_0371, NCI-N87 ATCC Cat# CRL-5822, RRID:CVCL_1603) purchased from ATCC (American Type Culture Collection, Manassas, VA, USA), three GC cell lines (GK2, AKG, KKP) established and characterized at IRST laboratory, and one GC cell line (MKN-74) provided by the team of C. Oliveira, a co-author from the Institute of Molecular Pathology and Immunology of University of Porto (IPATIMUP, Portugal). The characteristics of the GC cell lines used in the present work are summarized in the Supplementary Table S4.
All the cell lines were maintained as a monolayer, incubated at 37 °C with 5% CO2 and subcultured weekly. For SNU-1, NCI-N87, and MKN-74, the culture medium was composed of RPMI-1640 Medium (ATCC) supplemented with 10% fetal bovine serum (FBS) (Euroclone, Milan, Italy). For SNU-5 and KATO-III, the culture medium was Iscove’s Modified Dulbecco’s Medium (ATCC) supplemented with 20% FBS. For AKG, GK2 and KKP, the culture medium was composed of DMEM/Ham’s F12 (1:1) supplemented with FBS (10%), glutamine (2 mM), non-essential amino acids (1%) and insulin (10 mg/mL) (Sigma-Aldrich, St. Louis, MO, USA). Cell lines were routinely tested for Mycoplasma using MycoAlert Mycoplasma Detection Kit (Lonza, Basel, Switzerland).

4.2. Blood Samples

The patients included in the study were selected by the Genetic Counseling service of the Area Vasta Romagna from 2010 to 2018 because they had a family and personal history of DGC and/or LBC.
In particular, the selection of patients was performed according to the first four criteria established by the International Gastric Cancer Linkage Consortium (IGCLC) in the 2015 HDGC guidelines, which must be valid among the first- and second-degree relatives: 2 GC cases regardless of age with at least 1 confirmed DGC (I); 1 case of DGC < 40 years (II); personal or family history of DGC and LBC with 1 diagnosed < 50 years (III); bilateral LBC or family history of 2 or more cases of LBC < 50 years (IV) [36].
All 20 patients underwent molecular testing for point mutations and copy number variations (CNVs) of the CDH1 gene using Next-Generation Sequencing (NGS) and Multiplex Ligation-dependent Probe Amplification (MLPA), as reported in our previous work [37]. Of the 20 patients, 15 had developed DGC (range 22–39 years) and 5 had LBC (range 35–48 years). Patients’ characteristics are reported in Supplementary Table S5.
After the subscription of the informed consent, we collected the peripheral blood of these 20 patients and of 6 healthy controls.

4.3. Gastric Tissue Samples

Thirteen patients with sporadic GC submitted to surgical resection and classified by an expert pathologist, according to Lauren’s classification [3], were included in this study. Surgical samples were immediately cryopreserved after resection and fresh-frozen (FF) tumor tissue and matched normal gastric epithelium samples were stored as previously described [33]. The patients’ characteristics are summarized in Supplementary Table S6.

4.4. Nucleic Acid Extraction

The DNA was extracted from GC cell lines, peripheral blood samples and FF tumor and normal tissues using the QIAamp DNA Mini Kit (Qiagen, Hilden, Germany), according to manufacturer’s instructions. DNA was quantified by Qubit 4 Fluorometer (Thermo Fisher Scientific, Waltham, MA, USA).
Total RNA extraction was performed from GC cell lines and from FF tumor and normal tissues using TRIzol (Invitrogen, Carlsbad, CA, USA) in accordance with manufacturer’s instructions. Four micrograms of extracted RNA were treated with DNase and purified by using RNeasy MinElute Cleanup kit (Qiagen, Hilden, Germany), RNA was quantified by spectrophotometer Nanodrop-ND-1000 (Thermo Fisher Scientific).

4.5. Next-Generation Sequencing

The DNA libraries for the NGS analysis were prepared with Nextera Flex for Enrichment (Illumina, San Diego, CA, USA) and a custom probe panel (Integrated DNA Technologies, Coralville, IA, USA), and run on the Miseq sequencer (Illumina). Results were analyzed with Miseq Reporter software (Illumina) and further processed with a customized bioinformatics pipeline.

4.6. Identification of CDH1 Regulatory Regions

The promoter and the enhancers of the CDH1 gene were identified through the UCSC Genome Browser [38] with the FANTOM5 tool [39,40] in the 2018 version. The enhancers were named from A to G starting from the most upstream one. The coordinates of CDH1 promoter and enhancers are reported in the Supplementary Table S2.

4.7. DNA Methylation Analysis

DNA samples were treated with bisulfite using the Epitect Bisulfite kit (Qiagen, Hilden, Germany),
CDH1 promoter and enhancers were amplified by standard PCR with the Multiplex PCR kit (Qiagen, Hilden, Germany), and the PCR products were sequenced by the BigDye Terminator v.3.1 cycle sequencing kit (Thermo Fisher Scientific) on an ABI-3130 Genetic analyzer (Applied Biosystems, Foster City, CA, USA), with the exception of enhancer C that was excluded from the analysis because of the absence of CpG sites. The primers used for amplification and sequencing were designed on the in silico bisulfite converted sequence and are reported in Supplementary Table S7.

4.8. Expression Analysis

The retrotranscription of RNA to cDNA was performed on 1000 ng of total RNA using the SuperScript II Reverse Transcriptase, random primers, dNTP mix and RNaseOUT (Invitrogen, Carlsbad, CA, USA) according to manufacturer’s instructions.
The CDH1 expression analysis was performed by real-time PCR with TaqMan probes for CDH1 gene as target (Hs01023894_m1, Thermo Fisher Scientific) and B2M gene as endogenous control for normalization (Hs00984230_m1, Thermo Fisher Scientific). The runs were performed on the 7500 Real-Time PCR System (Applied Biosystems).
Expression levels of the target genes were obtained by normalizing the results using the endogenous control B2M. For GC cell lines, the relative expression was quantified using the comparative 2−∆Ct method. For the gastric tissues, the Fold Change (FC) values in gene expression were calculated using the 2−∆∆Ct method [41,42]. An FC ≤ 0.50 and ≥1.5 were used as cut-off for downregulation and upregulation, respectively.

5. Conclusions

In conclusion, the results we obtained from the methylation analysis of CDH1 promoter and enhancers demonstrate the existence of different methylation patterns within the regulatory regions of the gene and highlight that the methylation in CDH1 enhancers could have an important role in the regulation of gene expression.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/ph14050457/s1, Figure S1: Methylation analysis of CDH1 promoter and enhancers from peripheral blood of 6 healthy individuals, Figure S2: Methylation analysis of CDH1 promoter and enhancers from peripheral blood of 20 HDGC CDH1-negative patients, Figure S3: Methylation analysis of CDH1 promoter and enhancers A and B on DNA samples from gastric normal (N) and tumor (T) tissues from 5 patients with sporadic GC, Table S1: Results of the CDH1 variant analysis on 7 GC cell lines, Table S2: Genomic coordinates of CDH1 regulatory elements identified by FANTOM5, Table S3: Results of CDH1 expression on 7 different GC cell lines, Table S4: Characteristics of the 8 GC cell lines used in the study, Table S5: Clinical characteristics of the 20 HDGC CDH1-negative patients whose peripheral blood was analyzed, Table S6: Clinical characteristics of the 13 patients from whose gastric normal and tumor tissues were analyzed, Table S7: Sequences of the primers used for amplification and sequencing in the methylation analysis of CDH1 regulatory regions on bisulfite-converted DNA.

Author Contributions

Conceptualization, D.C., G.N.R., and C.O.; methodology, C.M., C.S.J., R.B.-M., A.A., M.C., S.P.; validation, G.T., F.R. and E.F.; investigation, G.T., C.M., C.S.J., R.B.-M., A.A., F.R. and E.F.; resources, P.U. and C.O.; data curation, R.D., V.A., M.R., P.M., L.S.; writing—original draft preparation, G.T.; writing—review and editing, P.U., D.C., C.O, G.N.R.; visualization, G.T., C.S.J., R.B.-M.; supervision, P.U., D.C., C.O, G.N.R., G.M.; project administration, P.U. and D.C. All authors have read and agreed to the published version of the manuscript.

Funding

This research and its authors were funded by IRCCS IRST (G.T., C.M., R.D. V.A., M.R., F.R., M.C., S.P., G.M., D.C., P.U.) and by FEDER-Fundo Europeu de Desenvolvimento Regional funds through the COMPETE 2020–Operacional Programme for Competitiveness and Internationalization (POCI), Portugal 2020, and by Portuguese funds through FCT–Fundação para a Ciência e a Tecnologia/Ministério da Ciência, Tecnologia e Inovação in the framework of the project “Institute for Research and Innovation in Health Sciences” (POCI-01-0145-FEDER-007274) (C.S.J., R.B.-M., A.A., C.O.). This work was also financed by the project NORTE-01-0145-FEDER-000029 (CANCER)-supported by Norte Portugal Regional Programme (NORTE 2020), under the PORTUGAL 2020 Partnership Agreement, through the European Regional Development Fund (ERDF)–project POCI-01-0145-FEDER-016390 (CancelStem) and PTDC/BTM-TEC/30164/2017 (3DChroMe), funded by ERDF, POCI and FCT.

Institutional Review Board Statement

The study was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Institutional Ethics Committee of IRST IRCCS (IRSTB069, approved on 20 September 2017).

Informed Consent Statement

Informed consent was obtained from all subjects involved in the study.

Data Availability Statement

The data presented in this study are available on request from the corresponding authors.

Acknowledgments

C.S.J. acknowledges the support of the Faculty of Medicine from the University of Porto, specifically by the Doctoral Programme in Biomedicine and the FCT–Fundação para a Ciência e a Tecnologia for her Ph.D. fellowship (ref. SFRH/BD/140796/2018). R.B.-M. acknowledges the support of the Institute of Biomedical Sciences Abel Salazar from the University of Porto, specifically by the Doctoral Programme BiotechHealth and the FCT–Fundação para a Ciência e a Tecnologia for her Ph.D. fellowship (ref. SFRH/BD/145132/2019).

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Sung, H.; Ferlay, J.; Siegel, R.L.; Laversanne, M.; Soerjomataram, I.; Jemal, A.; Bray, F. Global cancer statistics 2020: Globocan estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA. Cancer J. Clin. 2021. [Google Scholar] [CrossRef]
  2. Oliveira, C.; Pinheiro, H.; Figueiredo, J.; Seruca, R.; Carneiro, F. Familial gastric cancer: Genetic susceptibility, pathology, and implications for management. Lancet Oncol. 2015, 16, e60–e70. [Google Scholar] [CrossRef]
  3. Lauren, P. The two histological main types of gastric carcinoma: Diffuse and so-called intestinal-type carcinoma. An attempt at a histo-clinical classification. Acta Pathol. Microbiol. Scand. 1965, 64, 31–49. [Google Scholar] [CrossRef]
  4. Van Cutsem, E.; Sagaert, X.; Topal, B.; Haustermans, K.; Prenen, H. Gastric cancer. Lancet 2016, 388, 2654–2664. [Google Scholar] [CrossRef]
  5. van der Post, R.S.; Oliveira, C.; Guilford, P.; Carneiro, F. Hereditary gastric cancer: What’s new? Update 2013–2018. Fam. Cancer 2019, 18, 363–367. [Google Scholar] [CrossRef] [PubMed]
  6. Choi, Y.J.; Kim, N.; Jang, W.; Seo, B.; Oh, S.; Shin, C.M.; Lee, D.H.; Jung, H.C. Familial Clustering of Gastric Cancer: A Retrospective Study Based on the Number of First-Degree Relatives. Medicine 2016, 95, e3606. [Google Scholar] [CrossRef]
  7. Berx, G.; Staes, K.; van Hengel, J.; Molemans, F.; Bussemakers, M.J.; van Bokhoven, A.; van Roy, F. Cloning and characterization of the human invasion suppressor gene E-cadherin (CDH1). Genomics 1995, 26, 281–289. [Google Scholar] [CrossRef]
  8. Blair, V.R.; McLeod, M.; Carneiro, F.; Coit, D.G.; D’Addario, J.L.; van Dieren, J.M.; Harris, K.L.; Hoogerbrugge, N.; Oliveira, C.; van der Post, R.S.; et al. Hereditary diffuse gastric cancer: Updated clinical practice guidelines. Lancet Oncol. 2020, 21, e386–e397. [Google Scholar] [CrossRef]
  9. Hansford, S.; Kaurah, P.; Li-Chang, H.; Woo, M.; Senz, J.; Pinheiro, H.; Schrader, K.A.; Schaeffer, D.F.; Shumansky, K.; Zogopoulos, G.; et al. Hereditary Diffuse Gastric Cancer Syndrome: CDH1 Mutations and Beyond. JAMA Oncol. 2015, 1, 23–32. [Google Scholar] [CrossRef] [Green Version]
  10. Roberts, M.E.; Ranola, J.M.O.; Marshall, M.L.; Susswein, L.R.; Graceffo, S.; Bohnert, K.; Tsai, G.; Klein, R.T.; Hruska, K.S.; Shirts, B.H. Comparison of CDH1 Penetrance Estimates in Clinically Ascertained Families vs Families Ascertained for Multiple Gastric Cancers. JAMA Oncol. 2019, 5, 1325–1331. [Google Scholar] [CrossRef]
  11. Guilford, P.; Hopkins, J.; Harraway, J.; McLeod, M.; McLeod, N.; Harawira, P.; Taite, H.; Scoular, R.; Miller, A.; Reeve, A.E. E-cadherin germline mutations in familial gastric cancer. Nature 1998, 392, 402–405. [Google Scholar] [CrossRef] [PubMed]
  12. Grady, W.M.; Willis, J.; Guilford, P.J.; Dunbier, A.K.; Toro, T.T.; Lynch, H.; Wiesner, G.; Ferguson, K.; Eng, C.; Park, J.G.; et al. Methylation of the CDH1 promoter as the second genetic hit in hereditary diffuse gastric cancer. Nat. Genet. 2000, 26, 16–17. [Google Scholar] [CrossRef] [PubMed]
  13. Machado, J.C.; Oliveira, C.; Carvalho, R.; Soares, P.; Berx, G.; Caldas, C.; Seruca, R.; Carneiro, F.; Sobrinho-Simöes, M. E-cadherin gene (CDH1) promoter methylation as the second hit in sporadic diffuse gastric carcinoma. Oncogene 2001, 20, 1525–1528. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Graziano, F.; Humar, B.; Guilford, P. The role of the E-cadherin gene (CDH1) in diffuse gastric cancer susceptibility: From the laboratory to clinical practice. Ann. Oncol. Off. J. Eur. Soc. Med. Oncol. 2003, 14, 1705–1713. [Google Scholar] [CrossRef]
  15. Corso, G.; Carvalho, J.; Marrelli, D.; Vindigni, C.; Carvalho, B.; Seruca, R.; Roviello, F.; Oliveira, C. Somatic mutations and deletions of the E-cadherin gene predict poor survival of patients with gastric cancer. J. Clin. Oncol. 2013, 31, 868–875. [Google Scholar] [CrossRef] [Green Version]
  16. Carvalho, J.; van Grieken, N.C.; Pereira, P.M.; Sousa, S.; Tijssen, M.; Buffart, T.E.; Diosdado, B.; Grabsch, H.; Santos, M.A.S.; Meijer, G.; et al. Lack of microRNA-101 causes E-cadherin functional deregulation through EZH2 up-regulation in intestinal gastric cancer. J. Pathol. 2012, 228, 31–44. [Google Scholar] [CrossRef]
  17. Tamura, G.; Yin, J.; Wang, S.; Fleisher, A.S.; Zou, T.; Abraham, J.M.; Kong, D.; Smolinski, K.N.; Wilson, K.T.; James, S.P.; et al. E-Cadherin gene promoter hypermethylation in primary human gastric carcinomas. J. Natl. Cancer Inst. 2000, 92, 569–573. [Google Scholar] [CrossRef] [Green Version]
  18. To, K.-F.; Leung, W.K.; Lee, T.-L.; Yu, J.; Tong, J.H.M.; Chan, M.W.Y.; Ng, E.K.W.; Chung, S.C.S.; Sung, J.J.Y. Promoter hypermethylation of tumor-related genes in gastric intestinal metaplasia of patients with and without gastric cancer. Int. J. Cancer 2002, 102, 623–628. [Google Scholar] [CrossRef]
  19. Shokraii, F.; Moharrami, M.; Motamed, N.; Shahhoseini, M.; Totonchi, M.; Ezzatizadeh, V.; Firouzi, J.; Khosravani, P.; Ebrahimi, M. Histone Modification Marks Strongly Regulate CDH1 Promoter in Prostospheres as A Model of Prostate Cancer Stem Like Cells. Cell J. 2019, 21, 124–134. [Google Scholar]
  20. Oikawa, T.; Otsuka, Y.; Onodera, Y.; Horikawa, M.; Handa, H.; Hashimoto, S.; Suzuki, Y.; Sabe, H. Necessity of p53-binding to the CDH1 locus for its expression defines two epithelial cell types differing in their integrity. Sci. Rep. 2018, 8, 1595. [Google Scholar] [CrossRef] [Green Version]
  21. Stemmler, M.P.; Hecht, A.; Kinzel, B.; Kemler, R. Analysis of regulatory elements of E-cadherin with reporter gene constructs in transgenic mouse embryos. Dev. Dyn. 2003, 227, 238–245. [Google Scholar] [CrossRef] [PubMed]
  22. Stemmler, M.P.; Hecht, A.; Kemler, R. E-cadherin intron 2 contains cis-regulatory elements essential for gene expression. Development 2005, 132, 965–976. [Google Scholar] [CrossRef] [Green Version]
  23. Oliveira, P.; Sanges, R.; Huntsman, D.; Stupka, E.; Oliveira, C. Characterization of the intronic portion of cadherin superfamily members, common cancer orchestrators. Eur. J. Hum. Genet. 2012, 20, 878–883. [Google Scholar] [CrossRef] [Green Version]
  24. Aran, D.; Hellman, A. DNA methylation of transcriptional enhancers and cancer predisposition. Cell 2013, 154, 11–13. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  25. Aran, D.; Sabato, S.; Hellman, A. DNA methylation of distal regulatory sites characterizes dysregulation of cancer genes. Genome Biol. 2013, 14, R21. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  26. Heintzman, N.D.; Hon, G.C.; Hawkins, R.D.; Kheradpour, P.; Stark, A.; Harp, L.F.; Ye, Z.; Lee, L.K.; Stuart, R.K.; Ching, C.W.; et al. Histone modifications at human enhancers reflect global cell-type-specific gene expression. Nature 2009, 459, 108–112. [Google Scholar] [CrossRef] [Green Version]
  27. Lopez-Delisle, L.; Rabbani, L.; Wolff, J.; Bhardwaj, V.; Backofen, R.; Grüning, B.; Ramírez, F.; Manke, T. pyGenomeTracks: Reproducible plots for multivariate genomic data sets. Bioinformatics 2020, 37, 422–423. [Google Scholar] [CrossRef]
  28. Christofori, G.; Semb, H. The role of the cell-adhesion molecule E-cadherin as a tumour-suppressor gene. Trends Biochem. Sci. 1999, 24, 73–76. [Google Scholar] [CrossRef]
  29. Oda, T.; Kanai, Y.; Oyama, T.; Yoshiura, K.; Shimoyama, Y.; Birchmeier, W.; Sugimura, T.; Hirohashi, S. E-cadherin gene mutations in human gastric carcinoma cell lines. Proc. Natl. Acad. Sci. USA 1994, 91, 1858–1862. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  30. Shimada, S.; Akiyama, Y.; Mogushi, K.; Ishigami-Yuasa, M.; Kagechika, H.; Nagasaki, H.; Fukamachi, H.; Yuasa, Y.; Tanaka, S. Identification of selective inhibitors for diffuse-type gastric cancer cells by screening of annotated compounds in preclinical models. Br. J. Cancer 2018, 118, 972–984. [Google Scholar] [CrossRef]
  31. Carneiro, P.; Moreira, A.M.; Figueiredo, J.; Barros, R.; Oliveira, P.; Fernandes, M.S.; Ferro, A.; Almeida, R.; Oliveira, C.; Carneiro, F.; et al. S100P is a molecular determinant of E-cadherin function in gastric cancer. Cell Commun. Signal. 2019, 17, 155. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  32. Pinheiro, H.; Bordeira-Carriço, R.; Seixas, S.; Carvalho, J.; Senz, J.; Oliveira, P.; Inácio, P.; Gusmão, L.; Rocha, J.; Huntsman, D.; et al. Allele-specific CDH1 downregulation and hereditary diffuse gastric cancer. Hum. Mol. Genet. 2010, 19, 943–952. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Rossi, T.; Tedaldi, G.; Petracci, E.; Abou Khouzam, R.; Ranzani, G.N.; Morgagni, P.; Saragoni, L.; Monti, M.; Calistri, D.; Ulivi, P.; et al. E-cadherin Downregulation and microRNAs in Sporadic Intestinal-Type Gastric Cancer. Int. J. Mol. Sci. 2019, 20, 4452. [Google Scholar] [CrossRef] [Green Version]
  34. Huang, R.; Ding, P.; Yang, F. Clinicopathological significance and potential drug target of CDH1 in breast cancer: A meta-analysis and literature review. Drug Des. Devel. Ther. 2015, 9, 5277–5285. [Google Scholar] [PubMed] [Green Version]
  35. Canale, M.; Casadei-Gardini, A.; Ulivi, P.; Arechederra, M.; Berasain, C.; Lollini, P.-L.; Fernández-Barrena, M.G.; Avila, M.A. Epigenetic Mechanisms in Gastric Cancer: Potential New Therapeutic Opportunities. Int. J. Mol. Sci. 2020, 21, 5500. [Google Scholar] [CrossRef] [PubMed]
  36. van der Post, R.S.; Vogelaar, I.P.; Carneiro, F.; Guilford, P.; Huntsman, D.; Hoogerbrugge, N.; Caldas, C.; Schreiber, K.E.C.; Hardwick, R.H.; Ausems, M.G.E.M.; et al. Hereditary diffuse gastric cancer: Updated clinical guidelines with an emphasis on germline CDH1 mutation carriers. J. Med. Genet. 2015, 52, 361–374. [Google Scholar] [CrossRef] [Green Version]
  37. Tedaldi, G.; Pirini, F.; Tebaldi, M.; Zampiga, V.; Cangini, I.; Danesi, R.; Arcangeli, V.; Ravegnani, M.; Abou Khouzam, R.; Molinari, C.; et al. Multigene Panel Testing Increases the Number of Loci Associated with Gastric Cancer Predisposition. Cancers 2019, 11, 1340. [Google Scholar] [CrossRef] [Green Version]
  38. UCSC Genome Browser. Available online: https://genome.ucsc.edu/ (accessed on 8 May 2021).
  39. FANTOM Consortium and the RIKEN PMI and CLST (DGT); Forrest, A.R.R.; Kawaji, H.; Rehli, M.; Baillie, J.K.; de Hoon, M.J.L.; Haberle, V.; Lassmann, T.; Kulakovskiy, I.V.; Lizio, M.; et al. A promoter-level mammalian expression atlas. Nature 2014, 507, 462–470. [Google Scholar]
  40. Fishilevich, S.; Nudel, R.; Rappaport, N.; Hadar, R.; Plaschkes, I.; Iny Stein, T.; Rosen, N.; Kohn, A.; Twik, M.; Safran, M.; et al. GeneHancer: Genome-wide integration of enhancers and target genes in GeneCards. Database 2017, 2017. [Google Scholar] [CrossRef] [Green Version]
  41. Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef]
  42. Schmittgen, T.D.; Livak, K.J. Analyzing real-time PCR data by the comparative C(T) method. Nat. Protoc. 2008, 3, 1101–1108. [Google Scholar] [CrossRef] [PubMed]
Pharmaceuticals 14 00457 g001 550
Figure 1. Scheme of the CDH1 gene (chr16) with the CpG island represented by the green bar and enhancers by red bars. Blue bars represent the regions tested for methylation in the present work. The lower panels represent H3K27Ac, a chromatin mark associated with transcription activation [26], in normal stomach and B cells, respectively. The figure was generated with pyGenomeTracks [27].
Figure 1. Scheme of the CDH1 gene (chr16) with the CpG island represented by the green bar and enhancers by red bars. Blue bars represent the regions tested for methylation in the present work. The lower panels represent H3K27Ac, a chromatin mark associated with transcription activation [26], in normal stomach and B cells, respectively. The figure was generated with pyGenomeTracks [27].
Pharmaceuticals 14 00457 g001
Pharmaceuticals 14 00457 g002 550
Figure 2. Methylation status of CDH1 promoter and enhancers of eight GC cell lines expressing different levels of CDH1. Pharmaceuticals 14 00457 i001 non-methylated CpG site; Pharmaceuticals 14 00457 i002 partially methylated CpG site; Pharmaceuticals 14 00457 i003 fully methylated CpG site; Pharmaceuticals 14 00457 i004 deletion.
Figure 2. Methylation status of CDH1 promoter and enhancers of eight GC cell lines expressing different levels of CDH1. Pharmaceuticals 14 00457 i001 non-methylated CpG site; Pharmaceuticals 14 00457 i002 partially methylated CpG site; Pharmaceuticals 14 00457 i003 fully methylated CpG site; Pharmaceuticals 14 00457 i004 deletion.
Pharmaceuticals 14 00457 g002
Pharmaceuticals 14 00457 g003 550
Figure 3. Methylation analysis of CDH1 promoter and enhancers on a selection of DNA samples from peripheral blood of three healthy individuals (in blue) and nine HDGC CDH1-negative patients (six DGC patients in black and three LBC patients in violet). The complete case series is reported in Supplementary Figures S1 and S2. Pharmaceuticals 14 00457 i001 non-methylated CpG site; Pharmaceuticals 14 00457 i002 partially methylated CpG site; Pharmaceuticals 14 00457 i003 fully methylated CpG site.
Figure 3. Methylation analysis of CDH1 promoter and enhancers on a selection of DNA samples from peripheral blood of three healthy individuals (in blue) and nine HDGC CDH1-negative patients (six DGC patients in black and three LBC patients in violet). The complete case series is reported in Supplementary Figures S1 and S2. Pharmaceuticals 14 00457 i001 non-methylated CpG site; Pharmaceuticals 14 00457 i002 partially methylated CpG site; Pharmaceuticals 14 00457 i003 fully methylated CpG site.
Pharmaceuticals 14 00457 g003
Pharmaceuticals 14 00457 g004 550
Figure 4. Methylation analysis of CDH1 promoter and enhancers on DNA samples from gastric normal (N) and tumor (T) tissues from eight IGC patients (GC tissues with CDH1 downregulation in red and GC tissues with CDH1 upregulation in green). Pharmaceuticals 14 00457 i001 non-methylated CpG site; Pharmaceuticals 14 00457 i002 partially methylated CpG site; Pharmaceuticals 14 00457 i003 fully methylated CpG site.
Figure 4. Methylation analysis of CDH1 promoter and enhancers on DNA samples from gastric normal (N) and tumor (T) tissues from eight IGC patients (GC tissues with CDH1 downregulation in red and GC tissues with CDH1 upregulation in green). Pharmaceuticals 14 00457 i001 non-methylated CpG site; Pharmaceuticals 14 00457 i002 partially methylated CpG site; Pharmaceuticals 14 00457 i003 fully methylated CpG site.
Pharmaceuticals 14 00457 g004
Table
Table 1. Results of CDH1 expression on eight gastric normal (N) and tumor (T) tissues.
Table 1. Results of CDH1 expression on eight gastric normal (N) and tumor (T) tissues.
Gastric Tissue2−ΔCtFold Change CDH1
06/07 N2.4120.056
06/07 T0.135
08/07 N0.1572.085
08/07 T0.328
09/07 N0.2100.279
09/07 T0.059
12/08 N2.6030.053
12/08 T0.138
05/09 N1.3380.028
05/09 T0.037
17/11 N1.5910.055
17/11 T0.087
18/11 N2.2970.042
18/11 T0.097
10/12 N0.05614.026
10/12 T0.779
Table
Table 2. Summary of the results obtained on GC cell lines from CDH1 sequencing, methylation and expression analyses.
Table 2. Summary of the results obtained on GC cell lines from CDH1 sequencing, methylation and expression analyses.
Cell LineCDH1 Status 1CDH1 Promoter Methylation 2CDH1 Enhancer Methylation 2CDH1 Expression
ABDE/F/G
NCI-N87wt−−−++normal
KATO-IIImut−−−−+normal
SNU-5mut−++++low
SNU-1wt+++++low
AKGwt−−−++normal
GK2wt+−+++low
KKP 3mutNDNDND++low
MKN-74 4wt−−−++normal
1 wt: CDH1 wild-type; mut: CDH1 pathogenic variant. 2 −: absence of methylation; +: presence of partial or full methylation. 3 The CDH1 promoter and enhancers A/B are deleted in KKP cell line consequently the methylation analysis for these regions was not detectable (ND). 4 CDH1 sequencing and expression analyses for MKN-74 cell line have been previously reported [30,31].
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Tedaldi, G.; Molinari, C.; São José, C.; Barbosa-Matos, R.; André, A.; Danesi, R.; Arcangeli, V.; Ravegnani, M.; Saragoni, L.; Morgagni, P.; et al. Genetic and Epigenetic Alterations of CDH1 Regulatory Regions in Hereditary and Sporadic Gastric Cancer. Pharmaceuticals 2021, 14, 457. https://doi.org/10.3390/ph14050457

AMA Style

Tedaldi G, Molinari C, São José C, Barbosa-Matos R, André A, Danesi R, Arcangeli V, Ravegnani M, Saragoni L, Morgagni P, et al. Genetic and Epigenetic Alterations of CDH1 Regulatory Regions in Hereditary and Sporadic Gastric Cancer. Pharmaceuticals. 2021; 14(5):457. https://doi.org/10.3390/ph14050457

Chicago/Turabian Style

Tedaldi, Gianluca, Chiara Molinari, Celina São José, Rita Barbosa-Matos, Ana André, Rita Danesi, Valentina Arcangeli, Mila Ravegnani, Luca Saragoni, Paolo Morgagni, and et al. 2021. "Genetic and Epigenetic Alterations of CDH1 Regulatory Regions in Hereditary and Sporadic Gastric Cancer" Pharmaceuticals 14, no. 5: 457. https://doi.org/10.3390/ph14050457

APA Style

Tedaldi, G., Molinari, C., São José, C., Barbosa-Matos, R., André, A., Danesi, R., Arcangeli, V., Ravegnani, M., Saragoni, L., Morgagni, P., Rebuzzi, F., Canale, M., Pignatta, S., Ferracci, E., Martinelli, G., Ranzani, G. N., Oliveira, C., Calistri, D., & Ulivi, P. (2021). Genetic and Epigenetic Alterations of CDH1 Regulatory Regions in Hereditary and Sporadic Gastric Cancer. Pharmaceuticals, 14(5), 457. https://doi.org/10.3390/ph14050457

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop