1
|
Ishikawa M, Nakamura K, Kawano R, Hayashi H, Ikeda T, Saito M, Niida Y, Sasaki J, Okuda H, Ishihara S, Yamaguchi M, Shimada H, Isobe T, Yuza Y, Yoshimura A, Kuroda H, Yukisawa S, Aoki T, Takeshita K, Ueno S, Nakazawa J, Sunakawa Y, Nohara S, Okada C, Nishimiya K, Tanishima S, Nishihara H. Clinical and Diagnostic Utility of Genomic Profiling for Digestive Cancers: Real-World Evidence from Japan. Cancers (Basel) 2024; 16:1504. [PMID: 38672586 PMCID: PMC11048180 DOI: 10.3390/cancers16081504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 04/12/2024] [Accepted: 04/12/2024] [Indexed: 04/28/2024] Open
Abstract
The usefulness of comprehensive genomic profiling (CGP) in the Japanese healthcare insurance system remains underexplored. Therefore, this large-scale study aimed to determine the usefulness of CGP in diagnosing digestive cancers. Patients with various cancer types recruited between March 2020 and October 2022 underwent the FoundationOne® CDx assay at the Keio PleSSision Group (19 hospitals in Japan). A scoring system was developed to identify potentially actionable genomic alterations of biological significance and actionable genomic alterations. The detection rates for potentially actionable genomic alterations, actionable genomic alterations, and alterations equivalent to companion diagnosis (CDx), as well as the signaling pathways associated with these alterations in each digestive cancer, were analyzed. Among the 1587 patients, 547 had digestive cancer. The detection rates of potentially actionable genomic alterations, actionable genomic alterations, and alterations equivalent to CDx were 99.5%, 62.5%, and 11.5%, respectively. APC, KRAS, and CDKN2A alterations were frequently observed in colorectal, pancreatic, and biliary cancers, respectively. Most digestive cancers, except esophageal cancer, were adenocarcinomas. Thus, the classification flowchart for digestive adenocarcinomas proposed in this study may facilitate precise diagnosis. CGP has clinical and diagnostic utility in digestive cancers.
Collapse
Affiliation(s)
- Marin Ishikawa
- Genomics Unit, Keio Cancer Center, Keio University School of Medicine, Integrated Medical Research Building 3-S5, 35, Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan; (K.N.); (R.K.); (H.H.); (S.T.); (H.N.)
| | - Kohei Nakamura
- Genomics Unit, Keio Cancer Center, Keio University School of Medicine, Integrated Medical Research Building 3-S5, 35, Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan; (K.N.); (R.K.); (H.H.); (S.T.); (H.N.)
| | - Ryutaro Kawano
- Genomics Unit, Keio Cancer Center, Keio University School of Medicine, Integrated Medical Research Building 3-S5, 35, Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan; (K.N.); (R.K.); (H.H.); (S.T.); (H.N.)
| | - Hideyuki Hayashi
- Genomics Unit, Keio Cancer Center, Keio University School of Medicine, Integrated Medical Research Building 3-S5, 35, Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan; (K.N.); (R.K.); (H.H.); (S.T.); (H.N.)
| | - Tatsuru Ikeda
- Department of Cancer Genome Medical Center, Hakodate Goryoukaku Hospital, 38-3, Goryoukakucho, Hakodate-shi 040-8611, Hokkaido, Japan;
| | - Makoto Saito
- Department of Genetic Medicine, Ibaraki Prefectural Center Hospital, 6528, Koibuchi, Kasama-shi 309-1793, Ibaraki, Japan;
| | - Yo Niida
- Center for Clinical Genomics, Kanazawa Medical University Hospital, 1-1, Daigaku, Uchinada 920-0293, Ishikawa, Japan;
| | - Jiichiro Sasaki
- Research and Development Center for New Medical Frontiers, Kitasato University School of Medicine, 1-15-1 Kitasato, Minami-ku, Sagamihara-shi 252-0329, Kanagawa, Japan;
| | - Hiroyuki Okuda
- Department of Medical Oncology, Keiyukai Sapporo Hospital, 1-1 Minami, Hondori 9, Chome, Shiroishi-ku, Sapporo 003-0026, Hokkaido, Japan;
| | - Satoshi Ishihara
- Cancer Genome Diagnosis and Treatment Center, Central Japan International Medical Center, 1-1 Kenkonomachi, Minokamo-shi 505-0010, Gifu, Japan;
| | - Masatoshi Yamaguchi
- Division of Clinical Genetics, Faculty of Medicine, University of Miyazaki Hospital, 5200 Kihara, Kiyotake-cho, Miyazaki-shi 889-1692, Miyazaki, Japan;
| | - Hideaki Shimada
- Department of Surgery and Clinical Oncology, Toho University Graduate School of Medicine, 6-11-1 Omori-nishi, Ota-ku, Tokyo 143-8541, Japan;
| | - Takeshi Isobe
- Cancer Genome Medical Center, Shimane University Hospital, 89-1, Enya-cho, Izumo-shi 693-8501, Shimane, Japan;
| | - Yuki Yuza
- Department of Hematology and Oncology, Tokyo Metropolitan Children’s Medical Center, 2-8-29 Musashidai, Fuchu-shi 183-8561, Tokyo, Japan;
| | - Akinobu Yoshimura
- Department of Clinical Oncology Director, Outpatient Chemotherapy Center, Tokyo Medical University Hospital, 6-7-1 Nishishinjuku, Shinjuku-ku, Tokyo 160-0023, Japan;
| | - Hajime Kuroda
- Department of Pathology, Tokyo Women’s Medical University, Adachi Medical Center, 4-33-1 Kohta, Adachi-ku, Tokyo 123-8558, Japan;
| | - Seigo Yukisawa
- Department of Medical Oncology, Saiseikai Utsunomiya Hospital, 911-1, Takebayashi, Utsunomiya-shi 321-0974, Tochigi, Japan;
| | - Takuya Aoki
- Department of Clinical Oncology, Tokyo Medical University Hachioji Medical Center, 1163, Tatemachi, Hachioji-shi 193-0998, Tokyo, Japan;
| | - Kei Takeshita
- Department of Clinical Genetics, Tokai University Hospital, 143, Shimokasuya, Isehara-shi 259-1193, Kanagawa, Japan;
| | - Shinichi Ueno
- Oncology Center, Kagoshima University Hospital, 8-35-1 Sakuragaoka, Kagoshima-shi 890-0075, Kagoshima, Japan;
| | - Junichi Nakazawa
- Department of Medical Oncology, Kagoshima City Hospital, 37-1, Uearatacho, Kagoshima-shi 890-8760, Kagoshima, Japan;
| | - Yu Sunakawa
- Department of Clinical Oncology, St. Marianna University School of Medicine, 2-16-1 Sugao, Miyamae-ku, Kawasaki 216-8511, Kanagawa, Japan;
| | - Sachio Nohara
- Biomedical Informatics Department, Communication Engineering Center, Mitsubishi Electric Software Corporation, Fuji Techno-Square, 5-4-36 Tsukaguchi-Honmachi, Amagasaki-shi 661-0001, Hyogo, Japan; (S.N.); (C.O.); (K.N.)
| | - Chihiro Okada
- Biomedical Informatics Department, Communication Engineering Center, Mitsubishi Electric Software Corporation, Fuji Techno-Square, 5-4-36 Tsukaguchi-Honmachi, Amagasaki-shi 661-0001, Hyogo, Japan; (S.N.); (C.O.); (K.N.)
| | - Ko Nishimiya
- Biomedical Informatics Department, Communication Engineering Center, Mitsubishi Electric Software Corporation, Fuji Techno-Square, 5-4-36 Tsukaguchi-Honmachi, Amagasaki-shi 661-0001, Hyogo, Japan; (S.N.); (C.O.); (K.N.)
| | - Shigeki Tanishima
- Genomics Unit, Keio Cancer Center, Keio University School of Medicine, Integrated Medical Research Building 3-S5, 35, Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan; (K.N.); (R.K.); (H.H.); (S.T.); (H.N.)
- Biomedical Informatics Department, Communication Engineering Center, Mitsubishi Electric Software Corporation, Fuji Techno-Square, 5-4-36 Tsukaguchi-Honmachi, Amagasaki-shi 661-0001, Hyogo, Japan; (S.N.); (C.O.); (K.N.)
| | - Hiroshi Nishihara
- Genomics Unit, Keio Cancer Center, Keio University School of Medicine, Integrated Medical Research Building 3-S5, 35, Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan; (K.N.); (R.K.); (H.H.); (S.T.); (H.N.)
| |
Collapse
|
2
|
Chen J, Ye J, Lai R. A lipid metabolism-related gene signature reveals dynamic immune infiltration of the colorectal adenoma-carcinoma sequence. Lipids Health Dis 2023; 22:92. [PMID: 37403152 DOI: 10.1186/s12944-023-01866-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 06/29/2023] [Indexed: 07/06/2023] Open
Abstract
BACKGROUND Lipid metabolism-related genes (LMRGs) have been reported to be correlated with the immune infiltration of colorectal cancer (CRC). This study aimed to investigate the immune infiltration characteristics along the colorectal adenoma-carcinoma sequence (ACS) based on LMRGs. METHODS Gene expression data of colorectal adenoma and carcinoma samples were obtained from the public databases. The "limma" package was applied to determine the differentially expressed LMRGs. Unsupervised consensus clustering was used to cluster colorectal samples. The features of the tumor microenvironment were analyzed by the "ESTIMATE", "GSVA", and "TIDE" algorithms. RESULTS The expression of 149 differentially expressed LMRGs was defined as the LMRG signature. Based on this signature, the adenoma and carcinoma samples were divided into three clusters. Unexpectedly, these sequential clusters showed a directional relationship and collectively constituted the progressive course of colorectal ACS. Interestingly, the LMRG signature revealed that adenoma progression was accompanied by a progressive loss of immune infiltration and a stepwise establishment of a cold microenvironment, but carcinoma progression was characterized by a progressive gain of immune infiltration and a gradual establishment of a hot microenvironment. CONCLUSIONS The LMRG signature reveals dynamic immune infiltration along the colorectal ACS, which substantially changes the understanding of the tumor microenvironment of CRC carcinogenesis and provides novel insight into the role of lipid metabolism in this process.
Collapse
Affiliation(s)
- Jie Chen
- Department of Gastroenterology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong Province, China
- Molecular Imaging Center, the Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong Province, China
| | - Jianfang Ye
- Department of Endocrinology and Metabolism, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong Province, China
- Molecular Imaging Center, the Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong Province, China
| | - Renxu Lai
- Department of Gastroenterology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong Province, China.
- Molecular Imaging Center, the Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong Province, China.
| |
Collapse
|
4
|
Rodriguez A, Corchete LA, Alcazar JA, Montero JC, Rodriguez M, Chinchilla-Tábora LM, Vidal Tocino R, Moyano C, Muñoz-Bravo S, Sayagués JM, Abad M. Dysregulated Expression of Three Genes in Colorectal Cancer Stratifies Patients into Three Risk Groups. Cancers (Basel) 2022; 14:cancers14174076. [PMID: 36077612 PMCID: PMC9454483 DOI: 10.3390/cancers14174076] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/18/2022] [Accepted: 08/19/2022] [Indexed: 11/16/2022] Open
Abstract
Despite advances in recent years in the study of the molecular profile of sporadic colorectal cancer (sCRC), the specific genetic events that lead to increased aggressiveness or the development of the metastatic process of tumours are not yet clear. In previous studies of the gene expression profile (GEP) using a high-density array (50,000 genes and 6000 miRNAs in a single assay) in sCRC tumours, we identified a 28-gene signature that was found to be associated with an adverse prognostic value for predicting patient survival. Here, we analyse the differential expression of these 28 genes for their possible association with tumour local aggressiveness and metastatic processes in 66 consecutive sCRC patients, followed for >5 years, using the NanoString nCounter platform. The global transcription profile (expression levels of the 28 genes studied simultaneously) allowed us to discriminate between sCRC tumours and nontumoral colonic tissues. Analysis of the biological and functional significance of the dysregulated GEPs observed in our sCRC tumours revealed 31 significantly altered canonical pathways. Among the most commonly altered pathways, we observed the increased expression of genes involved in signalling pathways and cellular processes, such as the PI3K-Akt pathway, the interaction with the extracellular matrix (ECM), and other functions related to cell signalling processes (SRPX2). From a prognostic viewpoint, the altered expression of BST2 and SRPX2 genes were the only independent variables predicting for disease-free survival (DFS). In addition to the pT stage at diagnosis, dysregulated transcripts of ADH1B, BST2, and FER1L4 genes showed a prognostic impact on OS in the multivariate analysis. Based on the altered expression of these three genes, a scoring system was built to stratify patients into low-, intermediate-, and high-risk groups with significantly different 5-year OS rates: 91%, 83%, and 52%, respectively. The prognostic impact was validated in two independent series of sCRC patients from the public GEO database (n = 562 patients). In summary, we show a strong association between the altered expression of three genes and the clinical outcome of sCRC patients, making them potential markers of suitability for adjuvant therapy after complete tumour resection. Additional prospective studies in larger series of patients are required to confirm the clinical utility of the newly identified biomarkers because the number of patients analysed remains small.
Collapse
Affiliation(s)
- Alba Rodriguez
- Department of Pathology and IBSAL, University Hospital of Salamanca, 37007 Salamanca, Spain
| | - Luís Antonio Corchete
- Cancer Research Center and Hematology Service, University Hospital of Salamanca, 37007 Salamanca, Spain
| | - José Antonio Alcazar
- General and Gastrointestinal Surgery Service, University Hospital of Salamanca, 37007 Salamanca, Spain
| | - Juan Carlos Montero
- Department of Pathology and IBSAL, University Hospital of Salamanca, 37007 Salamanca, Spain
| | - Marta Rodriguez
- Department of Pathology and IBSAL, University Hospital of Salamanca, 37007 Salamanca, Spain
| | | | - Rosario Vidal Tocino
- Medical Oncology Service and IBSAL, University Hospital of Salamanca, 37007 Salamanca, Spain
| | - Carlos Moyano
- Clinical Biochemistry Service, University Hospital of Salamanca, 37007 Salamanca, Spain
| | - Saray Muñoz-Bravo
- Department of Pathology and IBSAL, University Hospital of Salamanca, 37007 Salamanca, Spain
| | - José María Sayagués
- Department of Pathology and IBSAL, University Hospital of Salamanca, 37007 Salamanca, Spain
- Correspondence: (J.M.S.); (M.A.)
| | - Mar Abad
- Department of Pathology and IBSAL, University Hospital of Salamanca, 37007 Salamanca, Spain
- Correspondence: (J.M.S.); (M.A.)
| |
Collapse
|
5
|
Zhang X, Li T, Niu Q, Qin CJ, Zhang M, Wu GM, Li HZ, Li Y, Wang C, Du WF, Wang CY, Zhao Q, Zhao XD, Wang XL, Zhu JB. Genome-wide analysis of cell-Free DNA methylation profiling with MeDIP-seq identified potential biomarkers for colorectal cancer. World J Surg Oncol 2022; 20:21. [PMID: 35065650 PMCID: PMC8783473 DOI: 10.1186/s12957-022-02487-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Accepted: 12/30/2021] [Indexed: 11/15/2022] Open
Abstract
Background Colorectal cancer is the most common malignancy and the third leading cause of cancer-related death worldwide. This study aimed to identify potential diagnostic biomarkers for colorectal cancer by genome-wide plasma cell-free DNA (cfDNA) methylation analysis. Methods Peripheral blood from colorectal cancer patients and healthy controls was collected for cfDNA extraction. Genome-wide cfDNA methylation profiling, especially differential methylation profiling between colorectal cancer patients and healthy controls, was performed by methylated DNA immunoprecipitation coupled with high-throughput sequencing (MeDIP-seq). Logistic regression models were established, and the accuracy of this diagnostic model for colorectal cancer was verified using tissue-sourced data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) due to the lack of cfDNA methylation data in public datasets. Results Compared with the control group, 939 differentially methylated regions (DMRs) located in promoter regions were found in colorectal cancer patients; 16 of these DMRs were hypermethylated, and the remaining 923 were hypomethylated. In addition, these hypermethylated genes, mainly PRDM14, RALYL, ELMOD1, and TMEM132E, were validated and confirmed in colorectal cancer by using publicly available DNA methylation data. Conclusions MeDIP-seq can be used as an optimal approach for analyzing cfDNA methylomes, and 12 probes of four differentially methylated genes identified by MeDIP-seq (PRDM14, RALYL, ELMOD1, and TMEM132E) could serve as potential biomarkers for clinical application in patients with colorectal cancer. Supplementary Information The online version contains supplementary material available at 10.1186/s12957-022-02487-4.
Collapse
Affiliation(s)
- Xin Zhang
- Department of General Surgery, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, No. 1158 Gongyuan East Road, Qingpu District, Shanghai, 201700, China
| | - Tao Li
- Department of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, 200025, China
| | - Qiang Niu
- Department of General Surgery, Shidong Hospital Affiliated to University of Shanghai for Science and Technology, Shanghai, 200433, China
| | - Chang-Jiang Qin
- Department of Gastrointestinal Surgery, Huaihe Hospital of Henan University, Kaifeng, 475000, Henan, China
| | - Ming Zhang
- General Surgery, The People's Hospital of Wuhai, Wuhai, 010600, Inner Mongolia, China
| | - Guang-Ming Wu
- General Surgery, The People's Hospital of Wuhai, Wuhai, 010600, Inner Mongolia, China
| | - Hua-Zhong Li
- General Surgery, The People's Hospital of Wuhai, Wuhai, 010600, Inner Mongolia, China
| | - Yan Li
- Digestive Internal, The People's Hospital of Wuhai, No. 29 Huanghe East Street, Haibowan District, Wuhai, 010600, Inner Mongolia, China
| | - Chen Wang
- Digestive Internal, The People's Hospital of Wuhai, No. 29 Huanghe East Street, Haibowan District, Wuhai, 010600, Inner Mongolia, China
| | - Wen-Fei Du
- Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Chen-Yang Wang
- Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Qiang Zhao
- Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Xiao-Dong Zhao
- Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Xiao-Liang Wang
- Department of General Surgery, Qingpu Branch of Zhongshan Hospital Affiliated to Fudan University, No. 1158 Gongyuan East Road, Qingpu District, Shanghai, 201700, China. .,Department of General Surgery, Shanghai Pudong Hospital, Fudan University Pudong Medical Center, 2800 Gongwei Road, Pudong, Shanghai, 201399, China.
| | - Jian-Bin Zhu
- Digestive Internal, The People's Hospital of Wuhai, No. 29 Huanghe East Street, Haibowan District, Wuhai, 010600, Inner Mongolia, China.
| |
Collapse
|