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Ravegnini G, Fosso B, Saverio VD, Sammarini G, Zanotti F, Rossi G, Ricci M, D’Amico F, Valori G, Ioli A, Turroni S, Brigidi P, Hrelia P, Angelini S. Gastric Adenocarcinomas and Signet-Ring Cell Carcinoma: Unraveling Gastric Cancer Complexity through Microbiome Analysis-Deepening Heterogeneity for a Personalized Therapy. Int J Mol Sci 2020; 21:E9735. [PMID: 33419357 PMCID: PMC7766162 DOI: 10.3390/ijms21249735] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 12/16/2020] [Accepted: 12/17/2020] [Indexed: 02/07/2023] Open
Abstract
Gastric cancer (GC) is the fifth most prevalent cancer worldwide and the third leading cause of global cancer mortality. With the advances of the omic studies, a heterogeneous GC landscape has been revealed, with significant molecular diversity. Given the multifaceted nature of GC, identification of different patient subsets with prognostic and/or predictive outcomes is a key aspect to allow tailoring of specific treatments. Recently, the involvement of the microbiota in gastric carcinogenesis has been described. To deepen this aspect, we compared microbiota composition in signet-ring cell carcinoma (SRCC) and adenocarcinoma (ADC), two distinct GC subtypes. To this purpose, 10 ADC and 10 SRCC and their paired non-tumor (PNT) counterparts were evaluated for microbiota composition through 16S rRNA analysis. Weighted and unweighted UniFrac and Bray-Curtis dissimilarity showed significant community-level separation between ADC and SRCC. Through the LEfSe (linear discriminant analysis coupled with effect size) tool, we identified potential microbial biomarkers associated with GC subtypes. In particular, SRCCs were significantly enriched in the phyla Fusobacteria, Bacteroidetes, Patescibacteria, whereas in the ADC type, Proteobacteria and Acidobacteria phyla were found. Overall, our data add new insights into GC heterogeneity and may contribute to deepening the GC classification.
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Affiliation(s)
- Gloria Ravegnini
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (G.R.); (G.S.); (F.Z.); (F.D.); (G.V.); (S.T.); (P.H.)
| | - Bruno Fosso
- National Research Council, Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies (IBIOM), 70126 Bari, Italy;
| | - Viola Di Saverio
- Anatomy and Pathological Histology Unit, Infermi Hospital, 47923 Rimini, Italy; (V.D.S.); (G.R.); (M.R.); (A.I.)
| | - Giulia Sammarini
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (G.R.); (G.S.); (F.Z.); (F.D.); (G.V.); (S.T.); (P.H.)
| | - Federica Zanotti
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (G.R.); (G.S.); (F.Z.); (F.D.); (G.V.); (S.T.); (P.H.)
| | - Giulio Rossi
- Anatomy and Pathological Histology Unit, Infermi Hospital, 47923 Rimini, Italy; (V.D.S.); (G.R.); (M.R.); (A.I.)
| | - Monica Ricci
- Anatomy and Pathological Histology Unit, Infermi Hospital, 47923 Rimini, Italy; (V.D.S.); (G.R.); (M.R.); (A.I.)
| | - Federica D’Amico
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (G.R.); (G.S.); (F.Z.); (F.D.); (G.V.); (S.T.); (P.H.)
| | - Giorgia Valori
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (G.R.); (G.S.); (F.Z.); (F.D.); (G.V.); (S.T.); (P.H.)
| | - Antonella Ioli
- Anatomy and Pathological Histology Unit, Infermi Hospital, 47923 Rimini, Italy; (V.D.S.); (G.R.); (M.R.); (A.I.)
| | - Silvia Turroni
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (G.R.); (G.S.); (F.Z.); (F.D.); (G.V.); (S.T.); (P.H.)
| | - Patrizia Brigidi
- Department of Medical and Surgical Sciences, University of Bologna, 40126 Bologna, Italy;
| | - Patrizia Hrelia
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (G.R.); (G.S.); (F.Z.); (F.D.); (G.V.); (S.T.); (P.H.)
| | - Sabrina Angelini
- Department of Pharmacy and Biotechnology, University of Bologna, 40126 Bologna, Italy; (G.R.); (G.S.); (F.Z.); (F.D.); (G.V.); (S.T.); (P.H.)
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Zhang Z, Nie C, Chen Y, Dong Y, Lin T. DNA methylation of CpG sites in the chicken KLF7 promoter and Exon 2 in association with mRNA expression in abdominal adipose tissue and blood metabolic indicators. BMC Genet 2020; 21:120. [PMID: 33054719 PMCID: PMC7558735 DOI: 10.1186/s12863-020-00923-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 10/05/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Our previous study found that chicken KLF7 was an important regulator in formation of adipose tissue. In the present study, we analyzed the association for DNA methylation in chicken KLF7 with its transcripts of abdominal adipose tissue and blood metabolic indicators. RESULTS The KLF7 transcripts of the adipose tissue of Chinese yellow broilers were associated with age (F = 6.67, P = 0.0035). In addition, the KLF7 transcripts were negatively correlated with blood glucose levels (r = - 0.61841, P = 0.0140). The DNA methylation levels of 26 CpG loci in the chicken KLF7 promoter and Exon 2 were studied by Sequenom MassArray. A total of 22 valid datasets were obtained. None of them was significantly different in relation to age (P > 0.05). However, the DNA methylation levels in the promoter were lower than those in Exon 2 (T = 40.74, P < 0.01). Correlation analysis showed that the DNA methylation levels of PCpG6 and E2CpG9 were significantly correlated with KLF7 transcripts and blood high-density lipoprotein levels, respectively, and many CpG loci were correlated with each other (P < 0.05). The methylation data were subjected to principal component analysis and factor analysis. The six principal components (z1-z6) were extracted and named Factors 1-6, respectively. Factor analysis showed that Factor 1 had a higher load on the loci in the promoter, and Factors 2-6 loaded highly on quite different loci in Exon 2. Correlation analysis showed that only z1 was significantly correlated to KLF7 transcripts (P < 0.05). In addition, an established regression equation between z1 and KLF7 transcripts was built, and the contribution of z1 to the variation on KLF7 transcripts was 34.29%. CONCLUSIONS In conclusion, the KLF7 transcripts of chicken abdominal adipose tissue might be inhibited by DNA methylation in the promoter, and it might be related to the DNA methylation level of PCpG6.
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Affiliation(s)
- Zhiwei Zhang
- School of Medicine, Shihezi University, No. 59 Beier Road, Shihezi, Xinjiang, 832000, P. R. China.
| | - Cunxi Nie
- College of Animal Science and Technology, Shihezi university, Shihezi, 832000, China
| | - Yuechan Chen
- First Affiliated Hospital of School of Medicine, Shihezi University, Shihezi, 832000, China
| | - Yanzhe Dong
- School of Medicine, Shihezi University, No. 59 Beier Road, Shihezi, Xinjiang, 832000, P. R. China
| | - Tao Lin
- School of Medicine, Shihezi University, No. 59 Beier Road, Shihezi, Xinjiang, 832000, P. R. China
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Cisło M, Filip AA, Arnold Offerhaus GJ, Ciseł B, Rawicz-Pruszyński K, Skierucha M, Polkowski WP. Distinct molecular subtypes of gastric cancer: from Laurén to molecular pathology. Oncotarget 2018; 9:19427-19442. [PMID: 29721214 PMCID: PMC5922408 DOI: 10.18632/oncotarget.24827] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Accepted: 02/27/2018] [Indexed: 12/12/2022] Open
Abstract
In Western countries the majority of gastric cancers (GC) are usually diagnosed in advanced stages reporting a 5-year survival rate of only 26%. The Laurén classification of GC was most widely used in clinical practice since it reflects GC morphology, epidemiology, tumor biology, clinical management and outcome. Despite the initial promise of individualizing antitumor treatment, the management of GC still remains relatively broad and general. Apart from clinical staging, molecular profiling enables targeting of the identified underlying alterations, rather than histology. In contrast to breast carcinoma, molecular classification of GC does not yet imply treatment modality. Molecular classifications of GC and their therapeutic implications are therefore extensively studied. The current proposed molecular divisions of GC come from three different parts of the world where different standard treatment modalities for advanced GC are recommended. Wider use of GC molecular subtyping may solve problems, such as susceptibility to novel systemic therapy regimens or selection of patients for aggressive surgery and targeted adjuvant/conversion therapy. In any case, the rapid entry of novel molecular targeted therapies into routine oncology practice clearly underscores the urgent need for clinicians to be aware of these new possibilities.
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Affiliation(s)
- Magdalena Cisło
- Department of Surgical Oncology, Medical University of Lublin, Lublin, Poland
| | - Agata Anna Filip
- Department of Cancer Genetics and Cytogenetics Laboratory, Medical University of Lublin, Lublin, Poland
| | | | - Bogumiła Ciseł
- Department of Surgical Oncology, Medical University of Lublin, Lublin, Poland
| | | | - Małgorzata Skierucha
- Department of Surgical Oncology, Medical University of Lublin, Lublin, Poland
- Department of Human Anatomy, Medical University of Lublin, Lublin, Poland
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LINE-1 hypomethylation is inversely correlated with UHRF1 overexpression in gastric cancer. Oncol Lett 2018; 15:6666-6670. [PMID: 29616129 DOI: 10.3892/ol.2018.8121] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 02/13/2018] [Indexed: 12/17/2022] Open
Abstract
DNA methylation is an important epigenetic modification that alters gene expression; DNA hypomethylation contributes to tumorigenesis through multiple processes. In the present study, the methylation of long interspersed element-1 (LINE-1) in 95 gastric cancer (GC) tissues and matched adjacent normal tissues was investigated by pyrosequencing. LINE-1 methylation was compared with the expression of ubiquitin-like with PHD and ring-finger protein 1 (UHRF1), an essential regulator of DNA methylation, using reverse transcription-quantitative polymerase chain reaction. Significant hypomethylation of LINE-1 and overexpression of UHRF1 were observed in GC tissues compared with the matched controls (P<0.001 and P=0.001, respectively). LINE-1 hypomethylation was inversely correlated with UHRF1 overexpression in GC tissues (r=-0.026, P=0.028). In addition, LINE-1 hypomethylation in GC was significantly associated with Lauren's histological classification, tumor differentiation and background intestinal metaplasia (P=0.014, P=0.042 and P=0.034, respectively). These results suggest that LINE-1 hypomethylation may be a potential biomarker for GC and it is indirectly regulated by UHRF1 overexpression.
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Abstract
Self-sustained and synchronized to environmental stimuli, circadian clocks are under genetic and epigenetic regulation. Recent findings have greatly increased our understanding of epigenetic plasticity governed by circadian clock. Thus, the link between circadian clock and epigenetic machinery is reciprocal. Circadian clock can affect epigenetic features including genomic DNA methylation, noncoding RNA, mainly miRNA expression, and histone modifications resulted in their 24-h rhythms. Concomitantly, these epigenetic events can directly modulate cyclic system of transcription and translation of core circadian genes and indirectly clock output genes. Significant findings interlocking circadian clock, epigenetics, and cancer have been revealed, particularly in breast, colorectal, and blood cancers. Aberrant methylation of circadian gene promoter regions and miRNA expression affected circadian gene expression, together with 24-h expression oscillation pace have been frequently observed.
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Digital PCR identifies changes in CDH1 (E-cadherin) transcription pattern in intestinal-type gastric cancer. Oncotarget 2017; 8:18811-18820. [PMID: 27861150 PMCID: PMC5386649 DOI: 10.18632/oncotarget.13401] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Accepted: 11/09/2016] [Indexed: 12/19/2022] Open
Abstract
E-cadherin is a cell-cell adhesion protein encoded by CDH1 tumor-suppressor gene. CDH1 inactivating mutations, leading to loss of protein expression, are common in gastric cancer of the diffuse histotype, while alternative mechanisms modulating E-cadherin expression characterize the more common intestinal histotype. These mechanisms are still poorly understood. CDH1 intron 2 has recently emerged as a cis-modulator of E-cadherin expression, encoding non-canonical transcripts. One in particular, CDH1a, proved to be expressed in gastric cancer cell lines, while being absent in the normal stomach. For the first time, we evaluated by digital PCR the expression of CDH1 and CDH1a transcripts in cancer and normal tissue samples from 32 patients with intestinal-type gastric cancer. We found a significant decrease in CDH1 expression in tumors compared to normal counterparts (P = 0.001), which was especially evident in 76% of cases. CDH1a was detected at extremely low levels in 47% of tumors, but not in normal mucosa. A trend was observed of having less CDH1 in tumors expressing CDH1atranscript. The majority of tumors with both a decrease in CDH1 and presence of CDH1a also showed a decrease in miR-101 expression levels. On the whole, the decrease of CDH1 transcript, corresponding to the canonical protein, and the presence of CDH1a, corresponding to an alternative isoform, are likely to perturb E-cadherin-mediated signaling and cell-cell adhesion, thus contributing to intestinal-type gastric carcinogenesis.
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LINE-1 hypomethylation is not a common event in preneoplastic stages of gastric carcinogenesis. Sci Rep 2017; 7:4828. [PMID: 28684753 PMCID: PMC5500474 DOI: 10.1038/s41598-017-05143-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Accepted: 05/16/2017] [Indexed: 02/07/2023] Open
Abstract
LINE-1 hypomethylation is widely accepted as marker for global genomic DNA hypomethylation, which is a frequent event in cancer. The aim of the study was to evaluate LINE-1 methylation status at different stages of gastric carcinogenesis and evaluate its prognostic potential in clinical settings. LINE-1 methylation was analyzed in 267 tissue samples by bisulfite pyrosequencing including primary colorectal cancer tissues (T-CRC) with corresponding adjacent colon mucosa (N-CRC), gastric cancer tissues (T-GC) with corresponding gastric mucosa (N-GC), normal gastric tissues (N), chronic non-atrophic and atrophic gastritis (CG). LINE-1 methylation level was lower in both T-GC and T-CRC when compared to paired adjacent tissues. No difference was observed for LINE-1 methylation status between patients with normal gastric mucosa, CG and N-GC. LINE-1 methylation in T-GC but not N-GC tended to correlate with age. Subgroup stratification analysis did not reveal significant differences in LINE-1 methylation status according to tumor stage, anatomical location, histological subtype, differentiation grade. We observed similar overall survival data between patients with high or low LINE-1 levels. In summary, LINE-1 hypomethylation is a characteristic feature in GC but not very common in early preneoplastic stages of gastric carcinogenesis. Prognostic role of LINE-1 hypomethylation in GC patients could not be confirmed in this cohort.
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Marrelli D, Polom K, Pascale V, Vindigni C, Piagnerelli R, De Franco L, Ferrara F, Roviello G, Garosi L, Petrioli R, Roviello F. Strong Prognostic Value of Microsatellite Instability in Intestinal Type Non-cardia Gastric Cancer. Ann Surg Oncol 2015; 23:943-50. [PMID: 26530444 DOI: 10.1245/s10434-015-4931-3] [Citation(s) in RCA: 97] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Indexed: 12/12/2022]
Abstract
BACKGROUND The clinical role of microsatellite instability (MSI) in gastric cancer (GC) is controversial. A large series of patients submitted to respective surgery for primary GC with a long follow-up time was evaluated. METHODS 472 patients with prospectively collected frozen samples of normal mucosa and tumor tissue stored in a biological tissue bank were included. Microsatellite analysis was evaluated using 5 quasi monomorphic mononucleotide repeats (BAT-26, BAT-25, NR-24, NR-21, and NR-27). The presence of MSI in 2 or more loci was classified as MSI-H, whereas all other cases were included in the microsatellite-stable (MSS) group. RESULTS MSI-H phenotype was found in 111 of 472 patients (23.5%). MSI-H status was related significantly with older age, female gender, non-cardia location, WHO histotype, non-cardia Lauren intestinal type, and less advanced stages. Cancer-related 5-year survival was significantly higher in MSI-H versus MSS group (67.6% vs. 35%, p < 0.001). Stratified analysis revealed a significant impact of MSI on prognosis in non-cardia tumors of intestinal type or tubular/poorly differentiated histology, particularly in stages II and III; multivariate Cox regression analysis confirmed MSS status as a strong predictor of poor prognosis (hazard ratio 2.65, 95% CI 1.56-4.51, p < 0.001) in non-cardia intestinal type. No prognostic value of MSI in the diffuse-mixed type and signet-ring cell/mucinous histotypes was observed. CONCLUSIONS MSI was confirmed as a significant predictor of long term outcome in a large series of GC with a long follow-up time, but the prognostic value is limited to selected histotypes of non-cardia tumors.
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Affiliation(s)
- Daniele Marrelli
- Department of Medicine, Surgery and Neurosciences, Unit of Surgical Oncology, University of Siena, Siena, Italy
| | - Karol Polom
- Department of Medicine, Surgery and Neurosciences, Unit of Surgical Oncology, University of Siena, Siena, Italy.
| | - Valeria Pascale
- Department of Medicine, Surgery and Neurosciences, Unit of Surgical Oncology, University of Siena, Siena, Italy
| | - Carla Vindigni
- Department of Pathology, Azienda Ospedaliera Universitaria Senese, Siena, Italy
| | - Riccardo Piagnerelli
- Department of Medicine, Surgery and Neurosciences, Unit of Surgical Oncology, University of Siena, Siena, Italy
| | - Lorenzo De Franco
- Department of Medicine, Surgery and Neurosciences, Unit of Surgical Oncology, University of Siena, Siena, Italy
| | - Francesco Ferrara
- Department of Medicine, Surgery and Neurosciences, Unit of Surgical Oncology, University of Siena, Siena, Italy
| | - Giandomenico Roviello
- Department of Medical Oncology, Azienda Ospedaliera Universitaria Senese, Siena, Italy
| | - Lorenzo Garosi
- Department of Medicine, Surgery and Neurosciences, Unit of Surgical Oncology, University of Siena, Siena, Italy
| | - Roberto Petrioli
- Department of Medical Oncology, Azienda Ospedaliera Universitaria Senese, Siena, Italy
| | - Franco Roviello
- Department of Medicine, Surgery and Neurosciences, Unit of Surgical Oncology, University of Siena, Siena, Italy
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Li Y, Liang J, Hou P. Hypermethylation in gastric cancer. Clin Chim Acta 2015; 448:124-32. [PMID: 26148722 DOI: 10.1016/j.cca.2015.07.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2014] [Revised: 07/02/2015] [Accepted: 07/02/2015] [Indexed: 02/07/2023]
Abstract
Although gastric cancer (GC) is highly prevalent in China and is a leading cause of cancer-related death, major advances in early diagnostic and effective therapeutic strategies have not been made. GC patients are usually diagnosed at an advanced stage and the prognosis is still poor. Over the years, many efforts have been done on exploring the pathology of GC. In particular, genome-wide analysis tools have been widely used in the detection of genetic and epigenetic alterations in GC. For example, many tumor suppressor genes have been found to be aberrantly hypermethylated in GCs, and some even in gastric precancerous lesions, suggesting a role of this molecular event in early gastric tumorigenesis. In addition, accumulating evidences have demonstrated that some hypermethylated genes can be used as potential biomarkers for detection and diagnosis of GC in biopsy specimens and non-invasive body fluids. These exciting advances provide unprecedented opportunities for the development of molecular-based novel diagnostic, prognostic, and therapeutic strategies for GC. Here, we reviewed recent findings on the promoter hypermethylation of tumor suppressor genes in GC and aimed to provide better understanding of the contribution of this epigenetic event to gastric tumorigenesis.
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Affiliation(s)
- Yujun Li
- Department of Endocrinology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, People's Republic of China
| | - Junrong Liang
- Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an 710032, Shaanxi Province, People's Republic of China
| | - Peng Hou
- Department of Endocrinology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710061, People's Republic of China.
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