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Janssens K, Neefs I, Ibrahim J, Schepers A, Pauwels P, Peeters M, Van Camp G, Op de Beeck K. Epigenome-wide methylation analysis of colorectal carcinoma, adenoma and normal tissue reveals novel biomarkers addressing unmet clinical needs. Clin Epigenetics 2023; 15:111. [PMID: 37415235 PMCID: PMC10327366 DOI: 10.1186/s13148-023-01516-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 06/01/2023] [Indexed: 07/08/2023] Open
Abstract
BACKGROUND Biomarker discovery in colorectal cancer has mostly focused on methylation patterns in normal and colorectal tumor tissue, but adenomas remain understudied. Therefore, we performed the first epigenome-wide study to profile methylation of all three tissue types combined and to identify discriminatory biomarkers. RESULTS Public methylation array data (Illumina EPIC and 450K) were collected from a total of 1 892 colorectal samples. Pairwise differential methylation analyses between tissue types were performed for both array types to "double evidence" differentially methylated probes (DE DMPs). Subsequently, the identified DMPs were filtered on methylation level and used to build a binary logistic regression prediction model. Focusing on the clinically most interesting group (adenoma vs carcinoma), we identified 13 DE DMPs that could effectively discriminate between them (AUC = 0.996). We validated this model in an in-house experimental methylation dataset of 13 adenomas and 9 carcinomas. It reached a sensitivity and specificity of 96% and 95%, respectively, with an overall accuracy of 96%. Our findings raise the possibility that the 13 DE DMPs identified in this study can be used as molecular biomarkers in the clinic. CONCLUSIONS Our analyses show that methylation biomarkers have the potential to discriminate between normal, precursor and carcinoma tissues of the colorectum. More importantly, we highlight the power of the methylome as a source of markers for discriminating between colorectal adenomas and carcinomas, which currently remains an unmet clinical need.
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Affiliation(s)
- Katleen Janssens
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Prins Boudewijnlaan 43, 2650, Edegem, Belgium
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Universiteitsplein 1, 2610, Wilrijk, Belgium
| | - Isabelle Neefs
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Prins Boudewijnlaan 43, 2650, Edegem, Belgium
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Universiteitsplein 1, 2610, Wilrijk, Belgium
| | - Joe Ibrahim
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Prins Boudewijnlaan 43, 2650, Edegem, Belgium
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Universiteitsplein 1, 2610, Wilrijk, Belgium
| | - Anne Schepers
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Prins Boudewijnlaan 43, 2650, Edegem, Belgium
| | - Patrick Pauwels
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Universiteitsplein 1, 2610, Wilrijk, Belgium
| | - Marc Peeters
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Universiteitsplein 1, 2610, Wilrijk, Belgium
| | - Guy Van Camp
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Prins Boudewijnlaan 43, 2650, Edegem, Belgium
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Universiteitsplein 1, 2610, Wilrijk, Belgium
| | - Ken Op de Beeck
- Centre of Medical Genetics, University of Antwerp and Antwerp University Hospital, Prins Boudewijnlaan 43, 2650, Edegem, Belgium.
- Centre for Oncological Research Antwerp (CORE), University of Antwerp and Antwerp University Hospital, Universiteitsplein 1, 2610, Wilrijk, Belgium.
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2
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Zuo H, Liu S, Li X, Hou G. miR-23a-3p promotes the development of colon cancer by inhibiting the expression of NDRG4. Clin Transl Oncol 2023; 25:933-940. [PMID: 36374403 DOI: 10.1007/s12094-022-02996-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 10/26/2022] [Indexed: 11/16/2022]
Abstract
PURPOSE Previous studies have found that miR-23a-3p, a diagnostic marker for colon cancer (CC), is upregulated in primary CC from stage I/II patients. Nevertheless, the specific functions and molecular mechanisms of miR-23a-3p in colon cancer remain unclear. METHODS The expression levels of miR-23a-3p and NDRG4 were analyzed by western blot and RT‒qPCR assays. Cell viability and proliferation were measured by CCK8 and colony formation assays. Cell apoptosis was assessed by flow cytometry. Cell migration and invasion were detected by transwell assay. Target binding was detected by luciferase reporter assay. RESULTS miR-23a-3p was dramatically elevated in CC tissues and cells. In HT29 and SW480 cells, downregulation of miR-23a-3p hampered cell proliferation, migration, and invasion while increasing cell apoptosis. The effects of miR-23a-3p silencing on CC progression were slowed by NDRG4 downregulation. CONCLUSIONS miR-23a-3p promoted CC progression by modulating the expression of NDRG4. This study demonstrated the mechanism of miR-23a-3p in CC, which may offer a new target for CC therapy.
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Affiliation(s)
- Hao Zuo
- Department of General Surgery, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, No.1 Huanghe Xi Road, Huaian, 223300, Jiangsu, China
| | - Shiqi Liu
- Department of General Surgery, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, No.1 Huanghe Xi Road, Huaian, 223300, Jiangsu, China
| | - Xiangwei Li
- Department of General Surgery, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, No.1 Huanghe Xi Road, Huaian, 223300, Jiangsu, China
| | - Guowei Hou
- Department of General Surgery, The Affiliated Huaian No.1 People's Hospital of Nanjing Medical University, No.1 Huanghe Xi Road, Huaian, 223300, Jiangsu, China.
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3
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Devall MA, Eaton S, Ali MW, Powell SM, Li L, Casey G. Insights into Early Onset Colorectal Cancer through Analysis of Normal Colon Organoids of Familial Adenomatous Polyposis Patients. Cancers (Basel) 2022; 14:4138. [PMID: 36077675 PMCID: PMC9454756 DOI: 10.3390/cancers14174138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 08/22/2022] [Accepted: 08/25/2022] [Indexed: 01/07/2023] Open
Abstract
Early onset colorectal cancer (EOCRC) rates have increased in recent decades. While lowering the recommended age for routine colonoscopies to 45 may reduce this burden, such measures do not address those who develop CRC before that age. Additional measures are needed to identify individuals at-risk for CRC. To better define transcriptomic events that precede the development of CRC, we performed RNA-sequencing analysis in colon organoids derived from seven healthy and six familial adenomatous polyposis (FAP) patients. This led to the identification of 2635 significant differentially expressed genes (FDR < 0.05). Through secondary analysis of publicly available datasets, we found that these genes were enriched for significant genes also present in FAP CRC and non-hereditary CRC datasets, including a subset that were unique to EOCRC. By exposing FAP colon organoids to a three-day ethanol treatment, we found that two EOCRC-relevant genes were also targets of CRC related lifestyle factors. Our data provides unique insight into the potential, early mechanisms of CRC development in colon epithelial cells, which may provide biomarkers for patient monitoring. We also show how modifiable lifestyle factors may further alter genes relevant to EOCRC, adding weight to the hypothesis that such factors represent an important contributor to increased EOCRC incidence.
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Affiliation(s)
- Matthew A. Devall
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA 22908, USA
- Department of Family Medicine, University of Virginia, Charlottesville, VA 22903, USA
| | - Stephen Eaton
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA 22908, USA
- Department of Family Medicine, University of Virginia, Charlottesville, VA 22903, USA
| | - Mourad W. Ali
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA 22908, USA
| | - Steven M. Powell
- Digestive Health Center, University of Virginia, Charlottesville, VA 22903, USA
| | - Li Li
- Department of Family Medicine, University of Virginia, Charlottesville, VA 22903, USA
- Comprehensive Cancer Center, University of Virginia, Charlottesville, VA 22911, USA
| | - Graham Casey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA 22908, USA
- Comprehensive Cancer Center, University of Virginia, Charlottesville, VA 22911, USA
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA 22908, USA
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4
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Discovery and validation of tissue-specific DNA methylation as noninvasive diagnostic markers for colorectal cancer. Clin Epigenetics 2022; 14:102. [PMID: 35974349 PMCID: PMC9382793 DOI: 10.1186/s13148-022-01312-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 07/12/2022] [Indexed: 11/20/2022] Open
Abstract
Background Noninvasive diagnostic markers that are capable of distinguishing patients with colorectal cancer (CRC) from healthy individuals or patients with other cancer types are lacking. We report the discovery and validation of a panel of methylation-based markers that specifically detect CRC. Methods This was a large-scale discovery study based on publicly available datasets coupled with a validation study where multiple types of specimens from six cohorts with CRC, other cancer types, and healthy individuals were used to identify and validate the tissue-specific methylation patterns of CRC and assess their diagnostic performance. Results In the discovery and validation cohort (N = 9307), ten hypermethylated CpG sites located in three genes, C20orf194, LIFR, and ZNF304, were identified as CRC-specific markers. Different analyses have suggested that these CpG sites are CRC-specific hypermethylated and play a role in transcriptional silencing of corresponding genes. A random forest model based on ten markers achieved high accuracy rates between 85.7 and 94.3% and AUCs between 0.941 and 0.970 in predicting CRC in three independent datasets and a low misclassification rate in ten other cancer types. In the in-house validation cohort (N = 354), these markers achieved consistent discriminative capabilities. In the cfDNA pilot cohort (N = 14), hypermethylation of these markers was observed in cfDNA samples from CRC patients. In the cfDNA validation cohort (N = 155), the two-gene panel yielded a sensitivity of 69.5%, specificity of 91.7%, and AUC of 0.806. Conclusions Hypermethylation of the ten CpG sites is a CRC-specific alteration in tissue and has the potential use as a noninvasive cfDNA marker to diagnose CRC. Supplementary Information The online version contains supplementary material available at 10.1186/s13148-022-01312-9.
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5
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Sun X, Guo Y, Zhang Y, Zhao P, Wang Z, Wei Z, Qiao H. Colon Cancer-Related Genes Identification and Function Study Based on Single-Cell Multi-Omics Integration. Front Cell Dev Biol 2021; 9:789587. [PMID: 34901030 PMCID: PMC8657154 DOI: 10.3389/fcell.2021.789587] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 11/01/2021] [Indexed: 12/13/2022] Open
Abstract
Transcriptomes and DNA methylation of colon cancer at the single-cell level are used to identify marker genes and improve diagnoses and therapies. Seven colon cancer subtypes are recognized based on the single-cell RNA sequence, and the differentially expressed genes regulated by dysregulated methylation are identified as marker genes for different types of colon cancer. Compared with normal colon cells, marker genes of different types show very obvious specificity, especially upregulated genes in tumors. Functional enrichment analysis for marker genes indicates a possible relation between colon cancer and nervous system disease, moreover, the weak immune system is verified in colon cancer. The heightened expression of markers and the reduction of methylation in colon cancer promote tumor development in an extensive mechanism so that there is no biological process that can be enriched in different types.
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Affiliation(s)
- Xuepu Sun
- The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yu Guo
- School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China
| | - Yu Zhang
- Department of Neurosurgery, General Hospital of Heilongjiang Province Land Reclamation Bureau, Harbin, China
| | - Peng Zhao
- School of Life Science and Technology, Harbin Institute of Technology, Harbin, China
| | - Zhaoqing Wang
- School of Life Science and Technology, Harbin Institute of Technology, Harbin, China
| | - Zheng Wei
- The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Haiquan Qiao
- The First Affiliated Hospital of Harbin Medical University, Harbin, China
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Grigolato R, Accorona R, Lombardo G, Corrocher G, Garagiola U, Massari F, Nicoli S, Rossi S, Calabrese L. Oral cancer in non-smoker non-drinker patients. Could comparative pet oncology help to understand risk factors and pathogenesis? Crit Rev Oncol Hematol 2021; 166:103458. [PMID: 34461267 DOI: 10.1016/j.critrevonc.2021.103458] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 08/03/2021] [Accepted: 08/22/2021] [Indexed: 01/16/2023] Open
Abstract
During the last decades there has been a progressive increase in proportion of incidence of oral cancer not related to a known etiologic factor, such as the so-called "oral cancer in young", a relevant tumor in non-smoker non-drinker (NSND) patients. The topic is matter of long standing debate, and adequate study models to analyze this entity are lacking. Spontaneous oral cancer in companion animals such as dogs and cats, presents more clinical and biological similarities with the human oral cancer than any other animal model. In our review we analyze how the study of spontaneous oral cancer in common pets can prospectively prove to be of double usefulness in unraveling the question about the origin of oral cancer in NSND patients, allowing both the analysis of environmental and behavioral risk factors, and the study of how carcinogenic viruses, chronic inflammation, and changes in immunity can influence pre-tumoral and tumoral microenvironment.
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Affiliation(s)
- Roberto Grigolato
- Division of Otorhinolaryngology, "San Maurizio" Hospital, Bolzano, Italy
| | - Remo Accorona
- Department of Otorhinolaryngology - Head and Neck Surgery, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milano, Italy.
| | - Giorgio Lombardo
- School of Dentistry, Department of Surgery, Dentistry, Pediatrics, and Gynecology (DIPSCOMI), University of Verona, Verona, Italy
| | - Giovanni Corrocher
- School of Dentistry, Department of Surgery, Dentistry, Pediatrics, and Gynecology (DIPSCOMI), University of Verona, Verona, Italy
| | - Umberto Garagiola
- Biomedical, Surgical and Dental Sciences Department, Maxillofacial and Odontostomatology Unit, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milano, Italy
| | | | | | - Sabrina Rossi
- Department of Oncology and Hematology, Humanitas Cancer Center, Rozzano, Milano, Italy
| | - Luca Calabrese
- Division of Otorhinolaryngology, "San Maurizio" Hospital, Bolzano, Italy
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7
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Sobanski T, Arantes LMRB, Dos Santos W, Matsushita M, de Oliveira MA, Costa M, de Carvalho AC, Berardinelli GN, Syrjänen K, Reis RM, Guimarães DP. Methylation profile of colon cancer genes in colorectal precursor lesions and tumor tissue: perspectives for screening. Scand J Gastroenterol 2021; 56:920-928. [PMID: 34218733 DOI: 10.1080/00365521.2021.1922744] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
AIMS Epigenetic alterations of genes involved in colorectal carcinogenesis are likely to be informative biomarkers for early detection. We assessed the methylation profile of a panel of seven colon cancer-related genes comparing normal colon, colorectal cancer (CRC) precursor lesions and cancer tissues from a Brazilian cohort. METHODS The cohort comprised 114 CRC patients, including 40 matched normal tissue, 47 patients with adenomas, 33 with serrated polyps and 8 with normal colonic biopsy. DNA methylation status of SEPT9, ALX4, NDRG4, BMP3, APC, p16 and MLH1 was determined by pyrosequencing and correlated with clinicopathological features. Sensitivity, specificity, positive predictive value and negative predictive value were calculated for all genes using cancer endpoint. RESULTS The most frequently methylated genes in cancer and in precancer lesions were SEPT9, ALX4, NDRG4, and BMP3, ranging from 55.3 to 95% of the samples. Overall, the frequency of methylation of these four genes in normal colonic tissue was significantly lower as compared to cancer or precursor lesions both in adenoma-carcinoma (p < .001 and p < .050) and serrated (sessile-serrated lesion) (p < .001 and p < .050) pathways. Additionally, sensitivity for the cancer endpoint ranged from 65.6 to 91.8%, and specificity from 17.9 to 62.9% for SEPT9, ALX4, NDRG4, and BMP3 genes. Moreover, the comethylation of ≥4 genes was higher in sessile-serrated lesion (87.5%) and conventional adenomas (78.7%) than in hyperplastic polyps (43.7%) (p = .025) and was significantly associated with proximal cancers (p = .042). CONCLUSIONS Our study suggests the DNA methylation can constitute potential biomarkers in CRC screening of Brazilian population.
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Affiliation(s)
- Thais Sobanski
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil
| | | | | | | | | | - Maraisa Costa
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil
| | | | | | - Kari Syrjänen
- SMW Consultants Ltd, Kaarina, Finland.,Department of Clinical Research, Biohit Oyj, Helsinki, Finland
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil.,Life and Health Sciences Research Institute (ICVS), Medical School, University of Minho, Braga, Portugal.,3ICVS/3B's-PT Government Associate Laboratory, Braga, Portugal
| | - Denise Peixoto Guimarães
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil.,Department of Endoscopy, Barretos Cancer Hospital, Barretos, Brazil
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8
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Laugsand EA, Brenne SS, Skorpen F. DNA methylation markers detected in blood, stool, urine, and tissue in colorectal cancer: a systematic review of paired samples. Int J Colorectal Dis 2021; 36:239-251. [PMID: 33030559 PMCID: PMC7801356 DOI: 10.1007/s00384-020-03757-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/17/2020] [Indexed: 02/04/2023]
Abstract
PURPOSE Methylated cell-free DNA in liquid biopsies are promising non-invasive biomarkers for colorectal cancer (CRC). Optimal markers would have high sensitivity and specificity for early detection of CRC and could be detected in more than one type of material from the patient. We systematically reviewed the literature on DNA methylation markers of colorectal cancer, detected in more than one type of material, regarding their potential as contributors to a panel for screening and follow-up of CRC. METHODS The databases MEDLINE, Web of Science, and Embase were systematically searched. Data extraction and review was performed by two authors independently. Agreement between methylation status in tissue and other materials (blood/stool/urine) was analyzed using the McNemar test and Cohen's kappa. RESULTS From the 51 included studies, we identified seven single markers with sensitivity ≥ 75% and specificity ≥ 90% for CRC. We also identified one promising plasma panel and two stool panels. The correspondence of methylation status was evaluated as very good for four markers, but only marginal for most of the other markers investigated (12 of 21). CONCLUSION The included studies reported only some of the variables and markers of interest and included few patients. Hence, a meta-analysis was not possible at this point. Larger, prospective studies must be designed to study the discordant detection of markers in tissue and liquid biopsies. When reporting their findings, such studies should use a standardized format.
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Affiliation(s)
- Eivor Alette Laugsand
- Department of Surgery, Levanger Hospital, Nord-Trøndelag Hospital trust, N-7600, Levanger, Norway.
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), N-7491, Trondheim, Norway.
| | - Siv Sellæg Brenne
- Department of Surgery, Levanger Hospital, Nord-Trøndelag Hospital trust, N-7600, Levanger, Norway
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), N-7491, Trondheim, Norway
| | - Frank Skorpen
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), N-7491, Trondheim, Norway
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Yuan W, Liu Z, Wang Y, Liu M, Pan Y, Lei W, Yang H, Xu R, Zhang L, Cai H, Li J, Ke Y. Clonal evolution of esophageal squamous cell carcinoma from normal mucosa to primary tumor and metastases. Carcinogenesis 2020; 40:1445-1451. [PMID: 31570939 DOI: 10.1093/carcin/bgz162] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 07/25/2019] [Accepted: 09/29/2019] [Indexed: 02/06/2023] Open
Abstract
The clonal evolution which drives esophageal squamous cell carcinoma (ESCC) from initiation in normal cell to primary carcinoma and metastases is poorly understood. In this study, multi-region whole-exome sequencing (WES) (284X) and whole-genome single nucleotide polymorphism genotyping were performed on a total of 109 samples of ESCC from 10 patients. This included 42 apparently normal samples of esophageal mucosa at increasing distances from the upper or lower boundaries of the primary tumor to the surgical margins of resection, 43 spatially separated tissue samples within primary tumor and 24 regional lymph node metastases. Phylogenetic analysis was performed to reconstruct ancestor-descendant relationships of clones and the clonal composition of multi-region samples. Mutations of cancer-related genes were validated by deep targeted sequencing (1,168X). Both inter- and intra-tumoral genetic heterogeneity were obvious across multi-region samples among ESCC patients. Clones varying in number from one to seven were discovered within each regional tumor or metastatic sample. Phylogenetic analysis demonstrated complex clonal evolution patterns. Regional lymph node metastases had characteristics of early initiation and polyclonal spreading, and could be derived from carcinoma in situ (CIS) directly. TP53 was the only gene harboring non-silent mutations identified across all multi-region tumor samples of all ten patients. Mutations of TP53 were also found in histologically normal mucosa in sites away from primary tumor.
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Affiliation(s)
- Wenqing Yuan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Laboratory of Genetics, Peking University Cancer Hospital and Institute, Beijing, PR China.,Department of Education, Peking University Third Hospital, Beijing, PR China
| | - Zhen Liu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Laboratory of Genetics, Peking University Cancer Hospital and Institute, Beijing, PR China
| | - Yu Wang
- Department of Human Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Mengfei Liu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Laboratory of Genetics, Peking University Cancer Hospital and Institute, Beijing, PR China
| | - Yaqi Pan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Laboratory of Genetics, Peking University Cancer Hospital and Institute, Beijing, PR China
| | | | - Haijun Yang
- Anyang Cancer Hospital, Anyang, Henan Province, PR China
| | - Ruiping Xu
- Anyang Cancer Hospital, Anyang, Henan Province, PR China
| | - Lixin Zhang
- Anyang Cancer Hospital, Anyang, Henan Province, PR China
| | - Hong Cai
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Laboratory of Genetics, Peking University Cancer Hospital and Institute, Beijing, PR China
| | - Jun Li
- Department of Human Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Yang Ke
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Laboratory of Genetics, Peking University Cancer Hospital and Institute, Beijing, PR China
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10
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Role of Endoscopic Resection Versus Surgical Resection in Management of Malignant Colon Polyps: a National Cancer Database Analysis. J Gastrointest Surg 2020; 24:177-187. [PMID: 31428961 DOI: 10.1007/s11605-019-04356-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2019] [Accepted: 07/30/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Endoscopic resection (polypectomy) or surgery, are the main approaches in management of malignant colon polyps. There are very few large population-based studies comparing outcomes between the two. METHODS Using the National Cancer Database, we identified patients ≥ 18 years with the first diagnosis of T1N0M0 malignant polyp from 2004 to 2015. Patients with a positive resection margin were excluded. Outcomes were compared between those who had surgery versus those who had polypectomy. Overall survival was compared using Kaplan-Meier curves. Multivariate Cox proportional hazards analysis was performed to generate hazard ratios, adjusted for patient, demographic, and tumor factors. RESULTS A total of 31,062 patients met the inclusion criteria, out of which 2593 (8.3%) underwent polypectomy alone and 28,469 (91.7%) had surgery. Overall survival was significantly better in the surgical group compared with the polypectomy group. One-year and 5-year survival for surgery were 95.8% and 86.1% respectively compared with 94.2% and 80.6% for polypectomy (p < .0001). Hazard ratio for surgery after adjusting for various clinical-, demographic-, and tumor-level factors was 0.53 (p < .0001). CONCLUSION Our study is the largest population-based analysis of patients with T1N0M0 malignant colon polyps. Overall survival was higher in patients who underwent surgery compared with polypectomy. This remained consistent even after adjusting for multiple patient and tumor factors between the two groups.
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11
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Liu X, Fu J, Bi H, Ge A, Xia T, Liu Y, Sun H, Li D, Zhao Y. DNA methylation of SFRP1, SFRP2, and WIF1 and prognosis of postoperative colorectal cancer patients. BMC Cancer 2019; 19:1212. [PMID: 31830937 PMCID: PMC6909551 DOI: 10.1186/s12885-019-6436-0] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 12/05/2019] [Indexed: 12/24/2022] Open
Abstract
Background As biomarkers, DNA methylation is used to detect colorectal cancer (CRC) and make assessment of CRC prognosis. The published findings showed the association between the methylation of SFRP1, SFRP2, and WIF1, located in the Wnt signaling pathway, and the prognosis of CRC were not consistent. Our study aimed to explore the potential possibility of SFRP1, SFRP2, and WIF1 concomitant promoter methylation as prognostic biomarkers of postoperative CRC patients. Methods As a total of 307 sporadic postoperative CRC patients were followed up, we detected SFRP1, SFRP2, and WIF1 methylation obtained from tumor tissues and adjacent non-tumor tissues respectively on the basis of methylation-sensitive high resolution melting analysis. Univariate and multivariate Cox regressions were carried out so as to assess the potential possibility of SFRP1, SFRP2, and WIF1 promoter methylation as predictors of prognosis. Confounders in our study were controlled by Propensity Score (PS) analysis. Results The SFRP1, SFRP2, and WIF1 methylation levels in tumor tissues were significantly higher than that in adjacent non-tumor tissues (P < 0.001). SFRP2 hypermethylation was significantly associated with a favorable clinical outcome at the hazard ratio (HR) of 0.343 [95% confidence intervals (CI): 0.164–0.718, P = 0.005] and 0.410 (95% CI: 0.200–0.842, P = 0.015) in multivariate Cox regression and PS analysis, respectively. Co-hypermethylation of SFRP1 and SFRP2 was significantly associated with a favorable clinical outcome at the HR of 0.333 (95% CI: 0.159–0.694, P = 0.003) and 0.398 (95% CI: 0.192–0.821, P = 0.013) in multivariate Cox regression and PS analysis, respectively. Co-hypermethylation of SFRP1, SFRP2 and WIF1 was significantly associated with a favorable clinical outcome at the HR of 0.326 (95% CI: 0.117–0.908, P = 0.032) and 0.401 (95% CI: 0.146–1.106, P = 0.077) in multivariate Cox regression and PS analysis, respectively. Conclusions SFRP1, SFRP2, and WIF1 were frequently hypermethylated in CRC tumor tissues. It was apparent that the promoter hypermethylation of SFRP2 and co-hypermethylation of SFRP1 and SFRP2 might be considered as independent prognostic predictors for survival advantage of postoperative CRC patients.
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Affiliation(s)
- Xinyan Liu
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150086, Heilongjiang Province, People's Republic of China
| | - Jinming Fu
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150086, Heilongjiang Province, People's Republic of China
| | - Haoran Bi
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150086, Heilongjiang Province, People's Republic of China
| | - Anqi Ge
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150086, Heilongjiang Province, People's Republic of China
| | - Tingting Xia
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150086, Heilongjiang Province, People's Republic of China
| | - Yupeng Liu
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150086, Heilongjiang Province, People's Republic of China
| | - Hongru Sun
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150086, Heilongjiang Province, People's Republic of China
| | - Dapeng Li
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150086, Heilongjiang Province, People's Republic of China
| | - Yashuang Zhao
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Street, Nangang District, Harbin, 150086, Heilongjiang Province, People's Republic of China.
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12
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Guan Q, Zeng Q, Yan H, Xie J, Cheng J, Ao L, He J, Zhao W, Chen K, Guo Y, Guan G, Guo Z. A qualitative transcriptional signature for the early diagnosis of colorectal cancer. Cancer Sci 2019; 110:3225-3234. [PMID: 31335996 PMCID: PMC6778657 DOI: 10.1111/cas.14137] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 06/26/2019] [Accepted: 06/26/2019] [Indexed: 12/12/2022] Open
Abstract
Currently, using biopsy specimens for the early diagnosis of colorectal cancer (CRC) is not entirely reliable due to insufficient sampling amount and inaccurate sampling location. Thus, it is necessary to develop a signature that can accurately identify patients with CRC under these clinical scenarios. Based on the relative expression orderings of genes within individual samples, we developed a qualitative transcriptional signature to discriminate CRC tissues, including CRC adjacent normal tissues from non-CRC individuals. The signature was validated using multiple microarray and RNA sequencing data from different sources. In the training data, a signature consisting of 7 gene pairs was identified. It was well validated in both biopsy and surgical resection specimens from multiple datasets measured by different platforms. For biopsy specimens, 97.6% of 42 CRC tissues and 94.5% of 163 non-CRC (normal or inflammatory bowel disease) tissues were correctly classified. For surgically resected specimens, 99.5% of 854 CRC tissues and 96.3% of 81 CRC adjacent normal tissues were correctly identified as CRC. Notably, we additionally measured 33 CRC biopsy specimens by the Affymetrix platform and 13 CRC surgical resection specimens, with different proportions of tumor epithelial cells, ranging from 40% to 100%, by the RNA sequencing platform, and all these samples were correctly identified as CRC. The signature can be used for the early diagnosis of CRC, which is also suitable for minimum biopsy specimens and inaccurately sampled specimens, and thus has potential value for clinical application.
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Affiliation(s)
- Qingzhou Guan
- Department of Bioinformatics, School of Basic Medical Sciences, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.,Key Laboratory of Medical Bioinformatics, Fuzhou, China
| | - Qiuhong Zeng
- Department of Bioinformatics, School of Basic Medical Sciences, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.,Key Laboratory of Medical Bioinformatics, Fuzhou, China
| | - Haidan Yan
- Department of Bioinformatics, School of Basic Medical Sciences, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.,Key Laboratory of Medical Bioinformatics, Fuzhou, China
| | - Jiajing Xie
- Department of Bioinformatics, School of Basic Medical Sciences, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.,Key Laboratory of Medical Bioinformatics, Fuzhou, China
| | - Jun Cheng
- Department of Bioinformatics, School of Basic Medical Sciences, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.,Key Laboratory of Medical Bioinformatics, Fuzhou, China
| | - Lu Ao
- Department of Bioinformatics, School of Basic Medical Sciences, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.,Key Laboratory of Medical Bioinformatics, Fuzhou, China
| | - Jun He
- Department of Bioinformatics, School of Basic Medical Sciences, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.,Key Laboratory of Medical Bioinformatics, Fuzhou, China
| | - Wenyuan Zhao
- Department of Systems Biology, College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China
| | - Kui Chen
- Department of General Surgery, Affiliated Fuzhou First Hospital of Fujian Medical University, Fuzhou, China
| | - You Guo
- Department of Bioinformatics, School of Basic Medical Sciences, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.,Key Laboratory of Medical Bioinformatics, Fuzhou, China
| | - Guoxian Guan
- Department of Colorectal Surgery, The Affiliated Union Hospital of Fujian Medical University, Fuzhou, China
| | - Zheng Guo
- Department of Bioinformatics, School of Basic Medical Sciences, Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.,Key Laboratory of Medical Bioinformatics, Fuzhou, China
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13
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Liao Z, Tan ZW, Zhu P, Tan NS. Cancer-associated fibroblasts in tumor microenvironment – Accomplices in tumor malignancy. Cell Immunol 2019; 343:103729. [DOI: https:/doi.org/10.1016/j.cellimm.2017.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
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14
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Tapial S, Olmedillas-López S, Rueda D, Arriba M, García JL, Vivas A, Pérez J, Pena-Couso L, Olivera R, Rodríguez Y, García-Arranz M, García-Olmo D, González-Sarmiento R, Urioste M, Goel A, Perea J. Cimp-Positive Status is More Representative in Multiple Colorectal Cancers than in Unique Primary Colorectal Cancers. Sci Rep 2019; 9:10516. [PMID: 31324877 PMCID: PMC6642151 DOI: 10.1038/s41598-019-47014-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 07/09/2019] [Indexed: 02/07/2023] Open
Abstract
Colorectal cancer (CRC) with CpG island methylator phenotype (CIMP) is recognized as a subgroup of CRC that shows association with particular genetic defects and patient outcomes. We analyzed CIMP status of 229 individuals with CRC using an eight-marker panel (CACNA1G, CDKN2A, CRABP1, IGF2, MLH1, NEUROG1, RUNX3 and SOCS1); CIMP-(+) tumors were defined as having ≥ 5 methylated markers. Patients were divided into individuals who developed a "unique" CRC, which were subclassified into early-onset CRC (EOCRC) and late-onset CRC (LOCRC), and patients with multiple primary CRCs subclassified into synchronous CRC (SCRC) and metachronous CRC (MCRC). We found 9 (15.2%) CIMP-(+) EOCRC patients related with the proximal colon (p = 0.008), and 19 (26.8%) CIMP-(+) LOCRC patients associated with tumor differentiation (p = 0.045), MSI status (p = 0.021) and BRAF mutation (p = 0.001). Thirty-five (64.8%) SCRC patients had at least one CIMP-(+) tumor and 20 (44.4%) MCRC patients presented their first tumor as CIMP-(+). Thirty-nine (72.2%) SCRC patients showed concordant CIMP status in their simultaneous tumors. The differences in CIMP-(+) frequency between groups may reflect the importance of taking into account several criteria for the development of multiple primary neoplasms. Additionally, the concordance between synchronous tumors suggests CIMP status is generally maintained in SCRC patients.
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Affiliation(s)
- Sandra Tapial
- Digestive Cancer Research Group, 12 de Octubre Research Institute, Madrid, Spain
- Hereditary Cancer Laboratory, 12 de Octubre University Hospital, Madrid, Spain
| | - Susana Olmedillas-López
- New Therapies Laboratory, Foundation Health Research Institute-Fundación Jiménez Díaz University Hospital, Madrid, Spain
| | - Daniel Rueda
- Digestive Cancer Research Group, 12 de Octubre Research Institute, Madrid, Spain
- Hereditary Cancer Laboratory, 12 de Octubre University Hospital, Madrid, Spain
| | - María Arriba
- Department of Biochemistry, Gregorio Marañón University Hospital, Madrid, Spain
| | - Juan L García
- Biomedical Research Institute of Salamanca (IBSAL), University Hospital of Salamanca-USAL-CSIC, Salamanca, Spain
- Institute of Molecular and Cellular Biology of Cancer (IBMCC), University of Salamanca-CSIC, Salamanca, Spain
| | - Alfredo Vivas
- Surgery Department, University Hospital 12 de Octubre, Madrid, Spain
| | - Jessica Pérez
- Biomedical Research Institute of Salamanca (IBSAL), University Hospital of Salamanca-USAL-CSIC, Salamanca, Spain
- Institute of Molecular and Cellular Biology of Cancer (IBMCC), University of Salamanca-CSIC, Salamanca, Spain
| | - Laura Pena-Couso
- Familial Cancer Clinical Unit, Human Cancer Genetics Program, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Rocío Olivera
- New Therapies Laboratory, Foundation Health Research Institute-Fundación Jiménez Díaz University Hospital, Madrid, Spain
| | - Yolanda Rodríguez
- Pathology Department, University Hospital 12 de Octubre, Madrid, Spain
| | - Mariano García-Arranz
- New Therapies Laboratory, Foundation Health Research Institute-Fundación Jiménez Díaz University Hospital, Madrid, Spain
| | - Damián García-Olmo
- New Therapies Laboratory, Foundation Health Research Institute-Fundación Jiménez Díaz University Hospital, Madrid, Spain
- Surgery Department, Fundación Jiménez Díaz University Hospital, Madrid, Spain
| | - Rogelio González-Sarmiento
- Biomedical Research Institute of Salamanca (IBSAL), University Hospital of Salamanca-USAL-CSIC, Salamanca, Spain.
- Institute of Molecular and Cellular Biology of Cancer (IBMCC), University of Salamanca-CSIC, Salamanca, Spain.
| | - Miguel Urioste
- Familial Cancer Clinical Unit, Human Cancer Genetics Program, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
- Center for Biomedical Network Research on Rare Diseases (CIBERER). Institute of Health Carlos III, Madrid, Spain
| | - Ajay Goel
- Beckman Research Institute at City of Hope Comprehensive Cancer Center 1218S, Fifth Avenue, Monrovia, CA, 91016, USA.
| | - José Perea
- Surgery Department, Fundación Jiménez Díaz University Hospital, Madrid, Spain.
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15
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Liang Y, Zhang C, Dai DQ. Identification of differentially expressed genes regulated by methylation in colon cancer based on bioinformatics analysis. World J Gastroenterol 2019; 25:3392-3407. [PMID: 31341364 PMCID: PMC6639549 DOI: 10.3748/wjg.v25.i26.3392] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 05/09/2019] [Accepted: 06/01/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND DNA methylation, acknowledged as a key modification in the field of epigenetics, regulates gene expression at the transcriptional level. Aberrant methylation in DNA regulatory regions could upregulate oncogenes and downregulate tumor suppressor genes without changing the sequences. However, studies of methylation in the control of gene expression are still inadequate. In the present research, we performed bioinformatics analysis to clarify the function of methylation and supply candidate methylation-related biomarkers and drivers for colon cancer.
AIM To identify and analyze methylation-regulated differentially expressed genes (MeDEGs) in colon cancer by bioinformatics analysis.
METHODS We downloaded RNA expression profiles, Illumina Human Methylation 450K BeadChip data, and clinical data of colon cancer from The Cancer Genome Atlas project. MeDEGs were identified by analyzing the gene expression and methylation levels using the edgeR and limma package in R software. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed in the DAVID database and KEGG Orthology-Based Annotation System 3.0, respectively. We then conducted Kaplan–Meier survival analysis to explore the relationship between methylation and expression and prognosis. Gene set enrichment analysis (GSEA) and investigation of protein-protein interactions (PPI) were performed to clarify the function of prognosis-related genes.
RESULTS A total of 5 up-regulated and 81 down-regulated genes were identified as MeDEGs. GO and KEGG pathway analyses indicated that MeDEGs were enriched in multiple cancer-related terms. Furthermore, Kaplan–Meier survival analysis showed that the prognosis was negatively associated with the methylation status of glial cell-derived neurotrophic factor (GDNF) and reelin (RELN). In PPI networks, GDNF and RELN interact with neural cell adhesion molecule 1. Besides, GDNF can interact with GDNF family receptor alpha (GFRA1), GFRA2, GFRA3, and RET. RELN can interact with RAFAH1B1, disabled homolog 1, very low-density lipoprotein receptor, lipoprotein receptor-related protein 8, and NMDA 2B. Based on GSEA, hypermethylation of GDNF and RELN were both significantly associated with pathways including “RNA degradation,” “ribosome,” “mismatch repair,” “cell cycle” and “base excision repair.”
CONCLUSION Aberrant DNA methylation plays an important role in colon cancer progression. MeDEGs that are associated with the overall survival of patients may be potential targets in tumor diagnosis and treatment.
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Affiliation(s)
- Yu Liang
- Department of Gastrointestinal Surgery, the Fourth Affiliated Hospital of China Medical University, Shenyang 110032, Liaoning Province, China
| | - Cheng Zhang
- Department of Gastrointestinal Surgery, the Fourth Affiliated Hospital of China Medical University, Shenyang 110032, Liaoning Province, China
| | - Dong-Qiu Dai
- Department of Gastrointestinal Surgery, the Fourth Affiliated Hospital of China Medical University, Shenyang 110032, Liaoning Province, China
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16
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Pussila M, Törönen P, Einarsdottir E, Katayama S, Krjutškov K, Holm L, Kere J, Peltomäki P, Mäkinen MJ, Linden J, Nyström M. Mlh1 deficiency in normal mouse colon mucosa associates with chromosomally unstable colon cancer. Carcinogenesis 2019; 39:788-797. [PMID: 29701748 PMCID: PMC5973430 DOI: 10.1093/carcin/bgy056] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Accepted: 04/24/2018] [Indexed: 12/18/2022] Open
Abstract
Colorectal cancer (CRC) genome is unstable and different types of instabilities, such as chromosomal instability (CIN) and microsatellite instability (MSI) are thought to reflect distinct cancer initiating mechanisms. Although 85% of sporadic CRC reveal CIN, 15% reveal mismatch repair (MMR) malfunction and MSI, the hallmarks of Lynch syndrome with inherited heterozygous germline mutations in MMR genes. Our study was designed to comprehensively follow genome-wide expression changes and their implications during colon tumorigenesis. We conducted a long-term feeding experiment in the mouse to address expression changes arising in histologically normal colonic mucosa as putative cancer preceding events, and the effect of inherited predisposition (Mlh1+/−) and Western-style diet (WD) on those. During the 21-month experiment, carcinomas developed mainly in WD-fed mice and were evenly distributed between genotypes. Unexpectedly, the heterozygote (B6.129-Mlh1tm1Rak) mice did not show MSI in their CRCs. Instead, both wildtype and heterozygote CRC mice showed a distinct mRNA expression profile and shortage of several chromosomal segregation gene-specific transcripts (Mlh1, Bub1, Mis18a, Tpx2, Rad9a, Pms2, Cenpe, Ncapd3, Odf2 and Dclre1b) in their colon mucosa, as well as an increased mitotic activity and abundant numbers of unbalanced/atypical mitoses in tumours. Our genome-wide expression profiling experiment demonstrates that cancer preceding changes are already seen in histologically normal colon mucosa and that decreased expressions of Mlh1 and other chromosomal segregation genes may form a field-defect in mucosa, which trigger MMR-proficient, chromosomally unstable CRC.
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Affiliation(s)
- Marjaana Pussila
- Faculty of Biological and Environmental Sciences, Molecular and Integrative Biosciences Research Programme
| | - Petri Törönen
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Elisabet Einarsdottir
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.,Folkhälsan Institute of Genetics, Molecular Neurology Research Program, University of Helsinki, Helsinki, Finland
| | - Shintaro Katayama
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Kaarel Krjutškov
- Folkhälsan Institute of Genetics, Molecular Neurology Research Program, University of Helsinki, Helsinki, Finland.,Competence Centre on Health Technologies, Tartu, Estonia
| | - Liisa Holm
- Faculty of Biological and Environmental Sciences, Molecular and Integrative Biosciences Research Programme.,Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Juha Kere
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden.,Folkhälsan Institute of Genetics, Molecular Neurology Research Program, University of Helsinki, Helsinki, Finland.,Department of Genetics and Molecular Medicine, King's College London, London, UK
| | - Päivi Peltomäki
- Medicum, Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland
| | - Markus J Mäkinen
- Cancer and Translational Medicine Research Unit, Department of Pathology, University of Oulu, Oulu, Finland.,Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Jere Linden
- Department of Basic Veterinary Sciences, FCLAP, University of Helsinki, Helsinki, Finland
| | - Minna Nyström
- Faculty of Biological and Environmental Sciences, Molecular and Integrative Biosciences Research Programme
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17
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Chettouh H, Mowforth O, Galeano-Dalmau N, Bezawada N, Ross-Innes C, MacRae S, Debiram-Beecham I, O’Donovan M, Fitzgerald RC. Methylation panel is a diagnostic biomarker for Barrett's oesophagus in endoscopic biopsies and non-endoscopic cytology specimens. Gut 2018; 67:1942-1949. [PMID: 29084829 PMCID: PMC6176521 DOI: 10.1136/gutjnl-2017-314026] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Revised: 09/15/2017] [Accepted: 09/16/2017] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Barrett's oesophagus is a premalignant condition that occurs in the context of gastro-oesophageal reflux. However, most Barrett's cases are undiagnosed because of reliance on endoscopy. We have developed a non-endoscopic tool: the Cytosponge, which when combined with trefoil factor 3 immunohistochemistry, can diagnose Barrett's oesophagus. We investigated whether a quantitative methylation test that is not reliant on histopathological analysis could be used to diagnose Barrett's oesophagus. DESIGN Differentially methylated genes between Barrett's and normal squamous oesophageal biopsies were identified from whole methylome data and confirmed using MethyLight PCR in biopsy samples of squamous oesophagus, gastric cardia and Barrett's oesophagus. Selected genes were then tested on Cytosponge BEST2 trial samples comprising a pilot cohort (n=20 cases, n=10 controls) and a validation cohort (n=149 cases, n=129 controls). RESULTS Eighteen genes were differentially methylated in patients with Barrett'soesophagus compared with squamous controls. Hypermethylation of TFPI2, TWIST1, ZNF345 and ZNF569 was confirmed in Barrett's biopsies compared with biopsies from squamous oesophagus and gastric cardia (p<0.05). When tested in Cytosponge samples, these four genes were hypermethylated in patients with Barrett's oesophagus compared with patients with reflux symptoms (p<0.001). The optimum biomarker to diagnose Barrett's oesophagus was TFPI2 with a sensitivity and specificity of 82.2% and 95.7%, respectively. CONCLUSION TFPI2, TWIST1, ZNF345 and ZNF569 methylation have promise as diagnostic biomarkers for Barrett's oesophagus when used in combination with a simple and cost effective non-endoscopic cell collection device.
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Affiliation(s)
- Hamza Chettouh
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Oliver Mowforth
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Núria Galeano-Dalmau
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Navya Bezawada
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Caryn Ross-Innes
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Shona MacRae
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Irene Debiram-Beecham
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
| | - Maria O’Donovan
- Department of Histopathology, Addenbrooke’s Hospital, Cambridge, UK
| | - Rebecca C Fitzgerald
- MRC Cancer Unit, Hutchison/MRC Research Centre, University of Cambridge, Cambridge, UK
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18
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Vaes N, Schonkeren SL, Brosens E, Koch A, McCann CJ, Thapar N, Hofstra RM, van Engeland M, Melotte V. A combined literature and in silico analysis enlightens the role of the NDRG family in the gut. Biochim Biophys Acta Gen Subj 2018; 1862:2140-2151. [DOI: 10.1016/j.bbagen.2018.07.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 06/29/2018] [Accepted: 07/05/2018] [Indexed: 12/12/2022]
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19
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Zhang Z, She J, Yang J, Bu X, Ji G, Zhu S, He S, Chu D. NDRG4 in gastric cancer determines tumor cell proliferation and clinical outcome. Mol Carcinog 2018; 57:762-771. [PMID: 29500881 DOI: 10.1002/mc.22798] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 01/26/2018] [Accepted: 02/28/2018] [Indexed: 01/04/2023]
Abstract
As a novel candidate tumor suppressor, NDRG4 is largely unstudied in human malignancies. In this study, we investigated the protein expression level of NDRG4 in gastric cancer and its association with outcome of patients. In the present study, we recruited 286 patients with gastric cancer and investigated the protein and mRNA expression of NDRG4 in cancer and adjacent normal specimens by immunohistochemistry assay and real-time PCR. The association of NDRG4 level with clinicopathological characteristics was investigated by appropriate statistical analysis. NDRG4 overexpression and knockdown cell lines were established in order to detect its impact on proliferation and apoptosis. Significant decreased protein and mRNA expression of NDRG4 was found in gastric cancer, compared with adjacent normal specimens. Besides, it was found that NDRG4 protein expression in gastric cancer was significantly associated with tumor differentiation, invasion, metastasis, and stage. Patients with tumors of decreased NDRG4 level were more likely to have unfavorable disease-free and overall survival, in both univariate and multivariate analysis. In addition, overexpression of NDRG4 suppressed cell proliferation of gastric cancer cells in vitro; conversely, the proliferation of gastric cancer cells were enhanced by knockdown of NDRG4. These results proved for the first time that NDRG4 could be a potential tumor suppressor and prognostic marker of gastric cancer.
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Affiliation(s)
- Zixi Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.,Department of Dermotology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Junjun She
- Department of General Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Jingyi Yang
- Information Center, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Xin Bu
- State Key Laboratory of Cancer Biology and Department of Biochemistry and Molecular Biology, Fourth Military Medical University, Xi'an, China
| | - Gang Ji
- State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Shaojun Zhu
- Department of Pathology, Fourth Military Medical University, Xi'an, China
| | - Shuixiang He
- Department of Gastroenterology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Dake Chu
- Department of Gastroenterology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
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20
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Chen X, Yang Y, Liu J, Li B, Xu Y, Li C, Xu Q, Liu G, Chen Y, Ying J, Duan S. NDRG4 hypermethylation is a potential biomarker for diagnosis and prognosis of gastric cancer in Chinese population. Oncotarget 2018; 8:8105-8119. [PMID: 28042954 PMCID: PMC5352386 DOI: 10.18632/oncotarget.14099] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Accepted: 11/23/2016] [Indexed: 12/19/2022] Open
Abstract
In order to assess whether N-Myc downstream regulated gene 4 (NDRG4) methylation was associated with the diagnosis and prognosis of gastric cancer, we measured the methylation of NDRG4 promoter and gene body regions among 110 gastric cancer patients using quantitative methods (MethyLight and pyrosequencing). Both NDRG4 promoter and gene body methylation levels were increased in tumor tissues than paired adjacent normal tissues (P < 0.001). NDRG4 gene body methylation was found to be significantly associated with age and tumor differentiation. NDRG4 promoter hypermethylation was proved to be a predictor of poor overall survival. However, opposite result was observed among The Cancer Genome Atlas (TCGA) cohort. The findings from gastric cell lines and public databases have suggested that NDRG4 methylation level was inversely associated with NDRG4 transcription level. Subsequent luciferase reporter gene assay showed that promoter CpG island but not gene body CpG island was able to upregulate gene expression. Collectively, NDRG4 promoter hypermethylation contributed to the risk of gastric cancer and predicted a poor prognosis in Chinese gastric cancer patients. Moreover, the combined methylation levels of NDRG4 promoter and gene body served as diagnostic biomarkers in gastric cancer.
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Affiliation(s)
- Xiaoying Chen
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Yong Yang
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Jing Liu
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Bin Li
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Yan Xu
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Cong Li
- Department of Medical Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
| | - Qi Xu
- Department of Medical Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
| | - Guili Liu
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Yingmin Chen
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, China
| | - Jieer Ying
- Department of Medical Oncology, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, China
| | - Shiwei Duan
- Medical Genetics Center, School of Medicine, Ningbo University, Ningbo, Zhejiang 315211, China
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21
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Cancer-associated fibroblasts in tumor microenvironment - Accomplices in tumor malignancy. Cell Immunol 2018; 343:103729. [PMID: 29397066 DOI: 10.1016/j.cellimm.2017.12.003] [Citation(s) in RCA: 200] [Impact Index Per Article: 33.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Revised: 11/15/2017] [Accepted: 12/04/2017] [Indexed: 12/12/2022]
Abstract
There is much cellular heterogeneity in the tumor microenvironment. The tumor epithelia and stromal cells co-evolve, and this reciprocal relationship dictates almost every step of cancer development and progression. Despite this, many anticancer therapies are designed around druggable features of tumor epithelia, ignoring the supportive role of stromal cells. Cancer-associated fibroblasts (CAFs) are the dominant cell type within the reactive stroma of many tumor types. Numerous previous studies have highlighted a pro-tumorigenic role for CAFs via secretion of various growth factors, cytokines, chemokines, and the degradation of extracellular matrix. Recent works showed that CAFs secrete H2O2 to effect stromal-mediated field cancerization, transform primary epithelial cells, and aggravate cancer cell aggressiveness, in addition to inflammatory and mitogenic factors. Molecular characterization of CAFs also underscores the importance of Notch and specific nuclear receptor signaling in the activation of CAFs. This review consolidates recent findings of CAFs and highlights areas for future investigations.
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Wang CJ, Zhou JW, Cheng QM, Zhou Y, Zhang H, Sun XF. FBI-1 mRNA in normal mucosa is an independent prognostic factor in colorectal cancer patients. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2018; 11:642-649. [PMID: 31938150 PMCID: PMC6958028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Accepted: 12/27/2017] [Indexed: 06/10/2023]
Abstract
Although several studies provide evidence that FBI-1 is an important gene regulator in colorectal cancer (CRC), it is noteworthy that, to our knowledge, no analysis of the correlation between FBI-1 expression and prognosis in CRC has been reported. Using real-time RT-PCR, we detected FBI-1 mRNA in 161 CRC patients (primary tumor, along with the corresponding normal mucosa), 36 liver metastases, and analyzed the relationship of its expression with clinicopathological features. Colon cancer cell lines were used to study FBI-1 function. Our study found that FBI-1 was significant up-regulated in tumor tissue (2.621 ± 0.157) compared with the corresponding normal mucosa (1.620 ± 0.165, P < 0.0001). FBI-1 in normal mucosa was a prognostic factor (P = 0.039, RR 0.431, 95% CI 0.194-0.958), independent of gender, age, stage, and differentiation. High levels of FBI-1 mRNA were related with good survival. Patients with complications had a higher primary tumor FBI-1 expression than those without complications (3.400 ± 0.332 vs. 2.516 ± 0.241, P = 0.032). Suppression of FBI-1 in colon cancer cell lines could repress proliferation of cancer cells. In conclusion, FBI-1 mRNA is overexpressed in CRC, and takes part in the development of CRC. FBI-1 mRNA in normal mucosa is an independent prognostic factor. Our findings give further support to the concept of "field cancerization", and hint that when we study a biomarker, we should not only focus on the tumor tissue but also the corresponding normal mucosa.
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Affiliation(s)
- Chao-Jie Wang
- Department of Oncology, Henan Provincial People’s Hospital & People’s Hospital of Henan UniversityZhengzhou, China
- Department of Oncology and Department of Clinical and Experimental Medicine, Linköping UniversityLinköping, Sweden
| | - Jian-Wei Zhou
- Department of Oncology, Henan Provincial People’s Hospital & People’s Hospital of Henan UniversityZhengzhou, China
| | - Qiao-Mei Cheng
- Department of Oncology, Henan Provincial People’s Hospital & People’s Hospital of Henan UniversityZhengzhou, China
| | - Yun Zhou
- Department of Oncology, Henan Provincial People’s Hospital & People’s Hospital of Henan UniversityZhengzhou, China
| | - Hong Zhang
- Department of Medical Sciences, Örebro UniversityÖrebro, Sweden
| | - Xiao-Feng Sun
- Department of Oncology and Department of Clinical and Experimental Medicine, Linköping UniversityLinköping, Sweden
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Sollazzo M, Genchi C, Paglia S, Di Giacomo S, Pession A, de Biase D, Grifoni D. High MYC Levels Favour Multifocal Carcinogenesis. Front Genet 2018; 9:612. [PMID: 30619451 PMCID: PMC6297171 DOI: 10.3389/fgene.2018.00612] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Accepted: 11/20/2018] [Indexed: 02/05/2023] Open
Abstract
The term "field cancerisation" describes the formation of tissue sub-areas highly susceptible to multifocal tumourigenesis. In the earlier stages of cancer, cells may indeed display a series of molecular alterations that allow them to proliferate faster, eventually occupying discrete tissue regions with irrelevant morphological anomalies. This behaviour recalls cell competition, a process based on a reciprocal fitness comparison: when cells with a growth advantage arise in a tissue, they are able to commit wild-type neighbours to death and to proliferate at their expense. It is known that cells expressing high MYC levels behave as super-competitors, able to kill and replace less performant adjacent cells; given MYC upregulation in most human cancers, MYC-mediated cell competition is likely to pioneer field cancerisation. Here we show that MYC overexpression in a sub-territory of the larval wing epithelium of Drosophila is sufficient to trigger a number of cellular responses specific to mammalian pre-malignant tissues. Moreover, following induction of different second mutations, high MYC-expressing epithelia were found to be susceptible to multifocal growth, a hallmark of mammalian pre-cancerous fields. In summary, our study identified an early molecular alteration implicated in field cancerisation and established a genetically amenable model which may help study the molecular basis of early carcinogenesis.
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Park SK, Baek HL, Yu J, Kim JY, Yang HJ, Jung YS, Choi KY, Kim H, Kim HO, Jeong KU, Chun HK, Kim K, Park DI. Is methylation analysis of SFRP2, TFPI2, NDRG4, and BMP3 promoters suitable for colorectal cancer screening in the Korean population? Intest Res 2017; 15:495-501. [PMID: 29142517 PMCID: PMC5683980 DOI: 10.5217/ir.2017.15.4.495] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Revised: 03/10/2017] [Accepted: 03/20/2017] [Indexed: 12/11/2022] Open
Abstract
Background/Aims Colorectal cancer (CRC) screening using stool DNA was recently found to yield good detection rates. A multi-target stool DNA test (Cologuard®, Exact Sciences), including methylated genes has been recently approved by the U.S. Food and Drug Administration. The aim of this study was to validate these aberrantly methylated genes as stool-based DNA markers for detecting CRC and colorectal advanced adenoma (AA) in the Korean population. Methods A single-center study was conducted in 36 patients with AA; 35 patients with CRC; and 40 endoscopically diagnosed healthy controls using CRC screening colonoscopy. The methylation status of the SFRP2, TFPI2, NDRG4, and BMP3 promoters was investigated blindly using bisulfate-modified stool DNA obtained from 111 participants. Methylation status was investigated by methylation-specific polymerase chain reaction. Results Methylated SFRP2, TFPI2, NDRG4, and BMP3 promoters were detected in 60.0%, 31.4%, 68.8%, and 40.0% of CRC samples and in 27.8%, 27.8%, 27.8%, and 33.3% of AA samples, respectively. The sensitivities obtained using 4 markers to detect CRC and AA were 94.3% and 72.2%, respectively. The specificity was 55.0%. Conclusions Our results demonstrate that the SFRP2, TFPI2, NDRG4, and BMP3 promoter methylation analysis of stool sample DNA showed high sensitivity but low specificity for detecting CRC and AA. Because of the low specificity, 4 methylated markers might not be sufficient for CRC screening in the Korean population. Further large-scale studies are required to validate the methylation of these markers in the Asian population and to find new markers for the Asian population.
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Affiliation(s)
- Soo-Kyung Park
- Division of Gastroenterology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Gastrointestinal Cancer Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hae Lim Baek
- Division of Gastroenterology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Junghee Yu
- Division of Gastroenterology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Ji Yeon Kim
- Comprehensive Health Care Center, Korea Cancer Center Hospital, Korea Institute of Radiological & Medical Sciences, Seoul, Korea
| | - Hyo-Joon Yang
- Division of Gastroenterology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Gastrointestinal Cancer Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yoon Suk Jung
- Division of Gastroenterology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Gastrointestinal Cancer Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyu Yong Choi
- Division of Gastroenterology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Gastrointestinal Cancer Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hungdai Kim
- Gastrointestinal Cancer Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Surgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hyung Ook Kim
- Gastrointestinal Cancer Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Surgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyung Uk Jeong
- Gastrointestinal Cancer Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Surgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Ho-Kyung Chun
- Gastrointestinal Cancer Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Surgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyungeun Kim
- Gastrointestinal Cancer Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Pathology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Dong Il Park
- Division of Gastroenterology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea.,Gastrointestinal Cancer Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
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Guo H, Zeng W, Feng L, Yu X, Li P, Zhang K, Zhou Z, Cheng S. Integrated transcriptomic analysis of distance-related field cancerization in rectal cancer patients. Oncotarget 2017; 8:61107-61117. [PMID: 28977850 PMCID: PMC5617410 DOI: 10.18632/oncotarget.17864] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 04/07/2017] [Indexed: 12/18/2022] Open
Abstract
Field cancerization (FC) occurs in various epithelial carcinomas, including colorectal cancer, which indicates that the molecular events in carcinogenesis might occur in normal tissues extending from tumors. However, the transcriptomic characteristics of FC in colorectal cancer (CRC) remain largely unexplored. To investigate the changes in gene expression associated with proximity to the tumor, we analyzed the global gene expression profiles of cancer tissues and histologically normal tissues taken at various distances from the tumor (1 cm, 5 cm and the proximal end of the resected sample) from 32 rectal cancer patients. Significantly differentially expressed genes related to the distance from the tumor were screened by linear mixed effects analysis using the lme4 package in R. The distance-related differentially expressed genes that were gradually up-regulated (n=302) or gradually down-regulated (n=568) from normal tissues to the tumor were used to construct protein-protein interaction (PPI) networks. Three subnetworks among the gradually up-regulated genes and four subnetworks among the gradually down-regulated genes were identified using the MCODE plugin in the Cytoscape software program. The most significantly enriched Gene Ontology (GO) biological process terms were "ribosome biogenesis", "mRNA splicing via spliceosome", and "positive regulation of leukocyte migration" for the gradually up-regulated subnetworks and "cellular calcium ion homeostasis", "cell separation after cytokinesis", "cell junction assembly", and "fatty acid metabolic process" for the gradually down-regulated subnetworks. Combined with the previously constructed multistep carcinogenesis model used for the analysis, 50.59% of the genes in the subnetworks (43/85) displayed identical changes in expression from normal colon tissues to adenoma and colon cancer. We focused on the 7 genes associated with fatty acid metabolic processes in the distance-related down-regulated subnetwork. Survival analysis of patients in the CRC dataset from The Cancer Genome Atlas (TCGA) revealed that higher expression of these 7 genes, especially CPT2, ACAA2 and ACADM, was associated with better prognosis (p = 0.034, p = 0.00058, p = 0.039, p = 0.04). Cox proportional hazards regression analysis revealed that CPT2 was an independent prognostic factor (p = 0.004131). Our results demonstrate that field cancerization occurs in CRC and affects gene expression in normal tissues extending from the tumor, which may provide new insights into CRC oncogenesis and patient progression.
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Affiliation(s)
- Honglin Guo
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Weigen Zeng
- Department of General Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China
| | - Lin Feng
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Xuexin Yu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, China
| | - Ping Li
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Kaitai Zhang
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Zhixiang Zhou
- Department of Colorectal Surgery, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Shujun Cheng
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
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Mutation landscape and intra-tumor heterogeneity of two MANECs of the esophagus revealed by multi-region sequencing. Oncotarget 2017; 8:69610-69621. [PMID: 29050228 PMCID: PMC5642503 DOI: 10.18632/oncotarget.18678] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2016] [Accepted: 05/24/2017] [Indexed: 01/13/2023] Open
Abstract
Mixed adenoneuroendocrine carcinoma (MANEC) in the esophagus is an infrequent but highly malignant cancer with few known genomic alterations. We conducted whole-exome sequencing and whole-genome SNP genotyping for 4-6 tumor subregions and 5-6 adjacent normal tissue sites and 1-3 lymph node metastases in two esophageal MANECs to detect somatic mutations and copy number alterations, and to explore their spatial heterogeneity and underlying clonal structure. TP53 mutation, RB1 deletion or LOH, and PIK3CA, PTEN, KRAS, SOX2, DVL3, TP63 amplification appeared in all regions in both tumors. Mutations falling in known cancer genes tended to show higher variant allele frequencies than those not falling in these genes in at least one of the cases. Phylogenetic analyses of the samples and underlying subclones suggested extensive migration across different tumor regions and from some regions to the lymph nodes. Lymph node metastases appeared to have been seeded by both early founder cells as well as subsequent, locally emerging daughter clones. A phenotypically normal tissue site carried most of the mutations found in neighboring tumor samples, implying field cancerization. Understanding such complex genetic heterogeneity within each patient will be important for guiding clinical decisions.
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Sugai T, Yoshida M, Eizuka M, Uesugii N, Habano W, Otsuka K, Sasaki A, Yamamoto E, Matsumoto T, Suzuki H. Analysis of the DNA methylation level of cancer-related genes in colorectal cancer and the surrounding normal mucosa. Clin Epigenetics 2017; 9:55. [PMID: 28533824 PMCID: PMC5437595 DOI: 10.1186/s13148-017-0352-4] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2016] [Accepted: 05/05/2017] [Indexed: 12/17/2022] Open
Abstract
Background Two molecular pathways promote the development of colorectal cancer (CRC). One is termed “microsatellite stable” (MSS) whereas the other is characterized by “microsatellite instability” (MSI or MIN). In addition, the CpG island methylation phenotype is known to be an important alteration as a third molecular type. Thus, DNA methylation is thought to provide potential biomarkers for assessment of cancer risk in normal mucosa. In addition, it is also known that colonic location is an important parameter in the development of CRC. Methods We examined the surrounding normal mucosa in three parts of the colon. Next, we quantified DNA methylation levels of SFRP1, SFRP2, SFRP5, DKK2, DKK3, mir34b/c, RASSF1A, IGFBP7, CDKN2A, and MLH1 in isolated cancerous glands and crypts of normal colorectal mucosa adjacent to CRCs using a pyrosequencer. Results DNA methylation levels of SFRP1, SFRP2, DKK2, and mir34b/c were significantly higher in CRCs with an MSS phenotype than in those with an MSI phenotype. The average level of methylation in normal crypts did not decrease with the distance from the tumor, irrespective of microsatellite status or the tumor location. DNA methylation levels in SFRP1 and SFRP2 genes in normal crypts were significantly higher in left-side than right-side CRC with an MSS phenotype. Finally, the genes were classified into three types based on the methylation frequencies in normal crypts, including type I (SFRP1 and SFRP2I), type II (DKK2 and mir34b/c), and type III (others). Conclusions Our results showed that DNA methylation of SFRP1 and SFRP2 might be useful to predict cancer risk of surrounding normal mucosa. In addition, a field effect may be present in CRC, affecting both adjacent and non-adjacent normal mucosa. Electronic supplementary material The online version of this article (doi:10.1186/s13148-017-0352-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tamotsu Sugai
- Department of Molecular Diagnostic Pathology, School of Medicine, Iwate Medical University, 19-1, Morioka, 020-8505 Japan
| | - Masakazu Yoshida
- Department of Surgery, School of Medicine, Iwate Medical University, 19-1, Morioka, 020-8505 Japan
| | - Makoto Eizuka
- Department of Molecular Diagnostic Pathology, School of Medicine, Iwate Medical University, 19-1, Morioka, 020-8505 Japan
| | - Noriyuki Uesugii
- Department of Molecular Diagnostic Pathology, School of Medicine, Iwate Medical University, 19-1, Morioka, 020-8505 Japan
| | - Wataru Habano
- Department of Pharmacodynamics and Molecular Genetics, School of Pharmacy, Iwate Medical University, 19-1, Morioka, 020-8505 Japan
| | - Kouki Otsuka
- Department of Surgery, School of Medicine, Iwate Medical University, 19-1, Morioka, 020-8505 Japan
| | - Akira Sasaki
- Department of Surgery, School of Medicine, Iwate Medical University, 19-1, Morioka, 020-8505 Japan
| | - Eiichiro Yamamoto
- Department of Molecular Biology, Sapporo Medical University, Chuo-ku, Sapporo, 060-8556 Japan
| | - Takayuki Matsumoto
- Department of Internal Medicine, Division of Gastrointestinal Tract, School of Medicine, Iwate Medical University, 19-1, Morioka, 020-8505 Japan
| | - Hiromu Suzuki
- Department of Molecular Biology, Sapporo Medical University, Chuo-ku, Sapporo, 060-8556 Japan
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