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Liang H, Zheng X, Zhang X, Zhang Y, Zheng J. The role of SWI/SNF complexes in digestive system neoplasms. Med Oncol 2024; 41:119. [PMID: 38630164 DOI: 10.1007/s12032-024-02343-3] [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: 01/08/2024] [Accepted: 02/22/2024] [Indexed: 04/19/2024]
Abstract
Chromatin remodeling is a critical step in the DNA damage response, and the ATP-dependent chromatin remodelers are a group of epigenetic regulators that alter nucleosome assembly and regulate transcription factor accessibility to DNA, preventing genomic instability and tumorigenesis caused by DNA damage. The SWI/SNF chromatin remodeling complex is one of them, and mutations in the gene encoding the SWI/SNF subunit are frequently found in digestive tumors. We review the most recent literature on the role of SWI/SNF complexes in digestive tumorigenesis, with different SWI/SNF subunits playing different roles. They regulate the biological behavior of tumor cells, participate in multiple signaling pathways, interact with multiple genes, and have some correlation with the prognosis of patients. Their carcinogenic properties may help discover new therapeutic targets. Understanding the mutations and defects of SWI/SNF complexes, as well as the underlying functional mechanisms, may lead to new strategies for treating the digestive system by targeting relevant genes or modulating the tumor microenvironment.
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Affiliation(s)
- Hanyun Liang
- Department of Diagnostic Pathology, Shandong Second Medical University, Weifang, 261053, China
| | - Xin Zheng
- Department of Diagnostic Pathology, Shandong Second Medical University, Weifang, 261053, China
| | - Xiao Zhang
- Department of Ultrasound, Weifang People's Hospital, Weifang, 261041, China
| | - Yan Zhang
- Department of Pathology, Affiliated Hospital of Shandong Second Medical University, Weifang, 261053, China.
| | - Jie Zheng
- Department of Diagnostic Pathology, Shandong Second Medical University, Weifang, 261053, China.
- Neurologic Disorders and Regenerative Repair Lab of Shandong Higher Education, Shandong Second Medical University, Weifang, 261053, China.
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2
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Salnikov MY, MacNeil KM, Mymryk JS. The viral etiology of EBV-associated gastric cancers contributes to their unique pathology, clinical outcomes, treatment responses and immune landscape. Front Immunol 2024; 15:1358511. [PMID: 38596668 PMCID: PMC11002251 DOI: 10.3389/fimmu.2024.1358511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 03/14/2024] [Indexed: 04/11/2024] Open
Abstract
Epstein-Barr virus (EBV) is a pathogen known to cause a number of malignancies, often taking years for them to develop after primary infection. EBV-associated gastric cancer (EBVaGC) is one such malignancy, and is an immunologically, molecularly and pathologically distinct entity from EBV-negative gastric cancer (EBVnGC). In comparison with EBVnGCs, EBVaGCs overexpress a number of immune regulatory genes to help form an immunosuppressive tumor microenvironment (TME), have improved prognosis, and overall have an "immune-hot" phenotype. This review provides an overview of the histopathology, clinical features and clinical outcomes of EBVaGCs. We also summarize the differences between the TMEs of EBVaGCs and EBVnGCs, which includes significant differences in cell composition and immune infiltration. A list of available EBVaGC and EBVnGC gene expression datasets and computational tools are also provided within this review. Finally, an overview is provided of the various chemo- and immuno-therapeutics available in treating gastric cancers (GCs), with a focus on EBVaGCs.
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Affiliation(s)
- Mikhail Y. Salnikov
- Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Katelyn M. MacNeil
- Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Joe S. Mymryk
- Department of Microbiology and Immunology, Western University, London, ON, Canada
- Department of Oncology, Western University, London, ON, Canada
- Department of Otolaryngology, Western University, London, ON, Canada
- Lawson Health Research Institute, London, ON, Canada
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3
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Guo S, Wang E, Wang B, Xue Y, Kuang Y, Liu H. Comprehensive Multiomics Analyses Establish the Optimal Prognostic Model for Resectable Gastric Cancer : Prognosis Prediction for Resectable GC. Ann Surg Oncol 2024; 31:2078-2089. [PMID: 37996637 DOI: 10.1245/s10434-023-14249-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 08/14/2023] [Indexed: 11/25/2023]
Abstract
BACKGROUND Prognostic models based on multiomics data may provide better predictive capability than those established at the single-omics level. Here we aimed to establish a prognostic model for resectable gastric cancer (GC) with multiomics information involving mutational, copy number, transcriptional, methylation, and clinicopathological alterations. PATIENTS AND METHODS The mutational, copy number, transcriptional, methylation data of 268, 265, 226, and 252 patients with stages I-III GC were downloaded from the TCGA database, respectively. Alterations from all omics were characterized, and prognostic models were established at the individual omics level and optimized at the multiomics level. All models were validated with a cohort of 99 patients with stages I-III GC. RESULTS TTN, TP53, and MUC16 were among the genes with the highest mutational frequency, while UBR5, ZFHX4, PREX2, and ARID1A exhibited the most prominent copy number variations (CNVs). Upregulated COL10A1, CST1, and HOXC10 and downregulated GAST represented the biggest transcriptional alterations. Aberrant methylation of some well-known genes was revealed, including CLDN18, NDRG4, and SDC2. Many alterations were found to predict the patient prognosis by univariate analysis, while four mutant genes, two CNVs, five transcriptionally altered genes, and seven aberrantly methylated genes were identified as independent risk factors in multivariate analysis. Prognostic models at the single-omics level were established with these alterations, and optimized combination of selected alterations with clinicopathological factors was used to establish a final multiomics model. All single-omics models and the final multiomics model were validated by an independent cohort. The optimal area under the curve (AUC) was 0.73, 0.71, 0.71, and 0.85 for mutational, CNV, transcriptional, and methylation models, respectively. The final multiomics model significantly increased the AUC to 0.92 (P < 0.05). CONCLUSIONS Multiomics model exhibited significantly better capability in predicting the prognosis of resectable GC than single-omics models.
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Affiliation(s)
- Shaohua Guo
- Department of General Surgery, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, People's Republic of China
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Erpeng Wang
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong Province, People's Republic of China
| | - Baishi Wang
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Yonggan Xue
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Yanshen Kuang
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, People's Republic of China
| | - Hongyi Liu
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, People's Republic of China.
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Wu S, Xu P, Zhang F. Advances in targeted therapy for gastric cancer based on tumor driver genes. Zhejiang Da Xue Xue Bao Yi Xue Ban 2023; 53:73-83. [PMID: 38413217 PMCID: PMC10938109 DOI: 10.3724/zdxbyxb-2023-0522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 01/23/2024] [Indexed: 02/29/2024]
Abstract
As the understanding of the pathogenic mechanisms of gastric cancer deepens and the identification of gastric cancer driver genes advances, drugs targeting gastric cancer driver genes have been applied in clinical practice. Among them, trastuzumab, as the first targeted drug for gastric cancer, effectively inhibits the proliferation and metastasis of tumor cells by targeting overexpressed human epidermal growth factor receptor 2 (HER2). Trastuzumab has become the standard treatment for HER2-positive gastric cancer patients. Ramucirumab, on the other hand, inhibits tumor angiogenesis by targeting vascular endothelial growth factor receptor 2 (VEGFR2) and has been used as second-line therapy for advanced gastric cancer patients. In addition, bemarituzumab targets overexpressed fibroblast growth factor receptor 2 (FGFR2), while zolbetuximab targets overexpressed claudin 18.2 (CLDN18.2), significantly extending progression-free survival and overall survival in patients with gastric cancer in clinical trials. This article reviews the roles of tumor driver genes in the progression of gastric cancer, and the treatment strategies for gastric cancer primarily based on targeting HER2, VEGF, FGFR2, CLDN18.2 and MET. This provides a reference for clinical application of targeted therapy for gastric cancer.
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Affiliation(s)
- Shiying Wu
- College of Food Science and Biotechnology, Zhejiang Gongshang University, Hangzhou 310018, China.
- Key Laboratory of Biosystems Homeostasis and Protection, Ministry of Education, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Zhejiang University, Hangzhou 310058, China.
| | - Pinglong Xu
- Key Laboratory of Biosystems Homeostasis and Protection, Ministry of Education, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Zhejiang University, Hangzhou 310058, China.
- Institute of Intelligent Medicine, Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311200, China.
- Life Sciences Institute, Zhejiang University, Hangzhou 310058, China.
- Cancer Center, Zhejiang University, Hangzhou 310058, China.
| | - Fei Zhang
- Key Laboratory of Biosystems Homeostasis and Protection, Ministry of Education, Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Zhejiang University, Hangzhou 310058, China.
- Institute of Intelligent Medicine, Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311200, China.
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Novel preclinical gastroenteropancreatic neuroendocrine neoplasia models demonstrate the feasibility of mutation-based targeted therapy. Cell Oncol 2022; 45:1401-1419. [PMID: 36269546 DOI: 10.1007/s13402-022-00727-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/29/2022] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Gastroenteropancreatic neuroendocrine neoplasms (GEP-NEN) form a rare and remarkably heterogeneous group of tumors. Therefore, establishing personalized therapies is eminently challenging. To achieve progress in preclinical drug development, there is an urgent need for relevant tumor models. METHODS We successfully established three gastroenteropancreatic neuroendocrine tumor (GEP-NET) cell lines (NT-18P, NT-18LM, NT-36) and two gastroenteropancreatic neuroendocrine carcinoma (GEP-NEC) cell lines (NT-32 and NT-38). We performed a comprehensive characterization of morphology, NET differentiation, proliferation and intracellular signaling pathways of these five cell lines and, in addition, of the NT-3 GEP-NET cell line. Additionally, we conducted panel sequencing to identify genomic alterations suitable for mutation-based targeted therapy. RESULTS We found that the GEP-NEN cell lines exhibit a stable neuroendocrine phenotype. Functional kinome profiling revealed a higher activity of serine/threonine kinases (STK) as well as protein tyrosine kinases (PTK) in the GEP-NET cell lines NT-3 and NT-18LM compared to the GEP-NEC cell lines NT-32 and NT-38. Panel sequencing revealed a mutation in Death Domain Associated Protein (DAXX), sensitizing NT-18LM to the Ataxia telangiectasia and Rad3 related (ATR) inhibitor Berzosertib, and a mutation in AT-Rich Interaction Domain 1A (ARID1A), sensitizing NT-38 to the Aurora kinase A inhibitor Alisertib. Small interfering RNA-mediated knock down of DAXX in the DAXX wild type cell line NT-3 sensitized these cells to Berzosertib. CONCLUSIONS The newly established GEP-NET and GEP-NEC cell lines represent comprehensive preclinical in vitro models suitable to decipher GEP-NEN biology and pathogenesis. Additionally, we present the first results of a GEP-NEN-specific mutation-based targeted therapy. These findings open up new potentialities for personalized therapies in GEP-NEN.
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N 6-methyladenosine (m 6A) reader IGF2BP1 accelerates gastric cancer aerobic glycolysis in c-Myc-dependent manner. Exp Cell Res 2022; 417:113176. [PMID: 35489385 DOI: 10.1016/j.yexcr.2022.113176] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 04/04/2022] [Accepted: 04/22/2022] [Indexed: 12/19/2022]
Abstract
The N6-methyladenosine (m6A) is involved in the regulation of cell proliferation and metastasis formation in multiple cancers. However, the biological significance of RNA m6A reader IGF2BP1 and the modification of IGF2BP1 itself have not been fully investigated. Here, we analyzed the functions and mechanism of IGF2BP1 in gastric cancer (GC). Results showed that IGF2BP1 upregulated in GC tissue and acted as a predictor of poor prognosis for GC patients. Functionally, IGF2BP1 promoted the migration and aerobic glycolysis of GC cells in vitro. Moreover, IGF2BP1 knockdown repressed the tumor growth in vivo. We also demonstrated that IGF2BP1 directly interacted with c-MYC mRNA via m6A-dependent manner to by stabilize its stability. Overall, these findings demonstrated that m6A reader IGF2BP1 facilitated the carcinogenic of GC in m6A/c-Myc-dependent manner, which might provide critical therapeutic strategy for GC.
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Zhao S, Wu W, Jiang Z, Tang F, Ding L, Xu W, Ruan L. Roles of ARID1A variations in colorectal cancer: a collaborative review. Mol Med 2022; 28:42. [PMID: 35421925 PMCID: PMC9009033 DOI: 10.1186/s10020-022-00469-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 04/05/2022] [Indexed: 12/24/2022] Open
Abstract
AbstractColorectal cancer (CRC), a common malignancy, is one of the leading cause of cancer death in adults. AT-rich interaction domain 1A (ARID1A), a critical portion of the SWItch/sucrose non-fermentation (SWI/SNF) chromatin remodeling complexes, shows one of the most frequent mutant genes across different human cancer types. Deleterious variations of ARID1A has been recognized to be correlated the tumorigenesis and the poor prognosis of CRC. Here, we summarize recent advances in the clinical implications and molecular pathogenesis of ARID1A variations in CRC. According to independent data of 23 included studies, ARID1A is mutated in 3.6–66.7%. Consistently, all of the 23 relevant studies report that ARID1A functions as a specific tumor suppressor in CRC. Clinically, ARID1A variation status serves as a biomarker for survival prognosis and various therapies for CRC. Mechanistically, the pathophysiologic impacts of ARID1A variations on CRC may be associated with the co-occurrence variations of other genes (i.e., TP53, KRAS, APC, FBXW7, and PIK3CA) and the regulation of several signaling pathways being affected (i.e., WNT signaling, Akt signaling, and MEK/ERK pathway), leading to cell cycle arrest, chromatin remodeling, chromosome organization, and DNA hypermethylation of the cancer cells. The present review highlights ARID1A serving as a potent tumor suppressor and an important prognostic factor in CRC. ARID1A variations hint towards a promising tool for diagnostic tumor profiling and individualized therapeutic targets for CRC in the future.
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Zhang R, Guo T, Ji L, Yin Y, Feng S, Lu W, Zhang F, Zhu M, Liu S, Jiang J, Zeng F. Development and Application of Patient-Derived Cancer Organoidsin Clinical Management of Gastrointestinal Cancer: A State-of-the-Art Review. Front Oncol 2021; 11:716339. [PMID: 34778032 PMCID: PMC8588806 DOI: 10.3389/fonc.2021.716339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 10/15/2021] [Indexed: 11/13/2022] Open
Abstract
Human gastrointestinal cancer (e.g., gastric cancer and colorectal cancer) has been a leading cause of cancer-related deaths worldwide and has imposed a great threat to the public health. Although early-stage gastrointestinal cancer can be effectively treated by surgery, followed by postoperative chemotherapy, patients with advanced gastrointestinal cancer often exhibit poor prognosis and cancer relapse due to the absence of effective personalized treatment strategies. Patient-derived cancer organoid technology has been rapidly developed in recent years, and its emergence has opened up an unprecedented approach to model human cancers in vitro. Patient-derived cancer organoids involve the ex vivo culture of fragments of freshly resected human tumors that retain the histological features of original tumors. This review thoroughly discussed the evolutionary process of human gastrointestinal organoids cultured since 2009, and highlighted the potentials of patient-derived cancer organoids in clinical management of gastrointestinal cancer in terms of advances achieved in cancer modelling compared with conventional modelling methods, high-throughput drug screening, and development of personalized treatment selection. Additionally, the current limitations of patient-derived cancer organoids and the potential solutions to overcome these problems were summarized.
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Affiliation(s)
- Ruobing Zhang
- Organoid Research Center, Xiamen Broad Creation Biomedical Institute, Xiamen, China
| | - Tiantian Guo
- Institute of Neuroscience, School of Medicine, Xiamen University, Xiamen, China
| | - Lulin Ji
- Organoid Research Center, Xiamen Broad Creation Biomedical Institute, Xiamen, China
| | - Yirui Yin
- Department of General Surgery, Xiamen Branch, Zhongshan Hospital, Fudan University, Xiamen, China
| | - Shuitu Feng
- Oncology Department, Xiamen Haicang Hospital, Xiamen, China
| | - Weihong Lu
- Department of Obstetrics and Gynecology, Xiamen Branch, Zhongshan Hospital, Fudan University, Xiamen, China
| | - Fei Zhang
- Department of Obstetrics and Gynecology, Xiamen Branch, Zhongshan Hospital, Fudan University, Xiamen, China
| | - Maoshu Zhu
- Central Lab, The Fifth Hospital of Xiamen, Xiamen, China
| | - Shugang Liu
- Department of Traditional Chinese Medicine, The Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | - Jinhua Jiang
- Department of Interventional Oncology, Renji Hospital School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Fanwei Zeng
- Organoid Research Center, Xiamen Broad Creation Biomedical Institute, Xiamen, China
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9
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Akimoto N, Zhao M, Ugai T, Zhong R, Lau MC, Fujiyoshi K, Kishikawa J, Haruki K, Arima K, Twombly TS, Zhang X, Giovannucci EL, Wu K, Song M, Chan AT, Cao Y, Meyerhardt JA, Ng K, Giannakis M, Väyrynen JP, Nowak JA, Ogino S. Tumor Long Interspersed Nucleotide Element-1 (LINE-1) Hypomethylation in Relation to Age of Colorectal Cancer Diagnosis and Prognosis. Cancers (Basel) 2021; 13:2016. [PMID: 33922024 PMCID: PMC8122644 DOI: 10.3390/cancers13092016] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 04/17/2021] [Accepted: 04/18/2021] [Indexed: 12/12/2022] Open
Abstract
Evidence indicates the pathogenic role of epigenetic alterations in early-onset colorectal cancers diagnosed before age 50. However, features of colorectal cancers diagnosed at age 50-54 (hereafter referred to as "intermediate-onset") remain less known. We hypothesized that tumor long interspersed nucleotide element-1 (LINE-1) hypomethylation might be increasingly more common with decreasing age of colorectal cancer diagnosis. In 1356 colorectal cancers, including 28 early-onset and 66 intermediate-onset cases, the tumor LINE-1 methylation level measured by bisulfite-PCR-pyrosequencing (scaled 0 to 100) showed a mean of 63.6 (standard deviation (SD) 10.1). The mean tumor LINE-1 methylation level decreased with decreasing age (mean 64.7 (SD 10.4) in age ≥70, 62.8 (SD 9.4) in age 55-69, 61.0 (SD 10.2) in age 50-54, and 58.9 (SD 12.0) in age <50; p < 0.0001). In linear regression analysis, the multivariable-adjusted β coefficient (95% confidence interval (CI)) (vs. age ≥70) was -1.38 (-2.47 to -0.30) for age 55-69, -2.82 (-5.29 to -0.34) for age 50-54, and -4.54 (-8.24 to -0.85) for age <50 (Ptrend = 0.0003). Multivariable-adjusted hazard ratios (95% CI) for LINE-1 methylation levels of ≤45, 45-55, and 55-65 (vs. >65) were 2.33 (1.49-3.64), 1.39 (1.05-1.85), and 1.29 (1.02-1.63), respectively (Ptrend = 0.0005). In conclusion, tumor LINE-1 hypomethylation is increasingly more common with decreasing age of colorectal cancer diagnosis, suggesting a role of global DNA hypomethylation in colorectal cancer arising in younger adults.
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Affiliation(s)
- Naohiko Akimoto
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
- Department of Gastroenterology, Nippon Medical School, Graduate School of Medicine, Tokyo 1138602, Japan
| | - Melissa Zhao
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
| | - Tomotaka Ugai
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston 02115, MA, USA; (E.L.G.); (K.W.)
| | - Rong Zhong
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston 02115, MA, USA; (E.L.G.); (K.W.)
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Mai Chan Lau
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
| | - Kenji Fujiyoshi
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
| | - Junko Kishikawa
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
| | - Koichiro Haruki
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
| | - Kota Arima
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
| | - Tyler S. Twombly
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115, USA; (X.Z.); (A.T.C.)
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA;
| | - Edward L. Giovannucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston 02115, MA, USA; (E.L.G.); (K.W.)
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115, USA; (X.Z.); (A.T.C.)
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA;
| | - Kana Wu
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston 02115, MA, USA; (E.L.G.); (K.W.)
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115, USA; (X.Z.); (A.T.C.)
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA;
| | - Mingyang Song
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA;
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Andrew T. Chan
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115, USA; (X.Z.); (A.T.C.)
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Division of Gastroenterology, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Yin Cao
- Division of Public Health Sciences, Department of Surgery, Washington University in St. Louis, St. Louis, MO 63110, USA;
- Alvin J. Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO 63110, USA
- Division of Gastroenterology, Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Jeffrey A. Meyerhardt
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; (J.A.M.); (K.N.); (M.G.)
| | - Kimmie Ng
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; (J.A.M.); (K.N.); (M.G.)
| | - Marios Giannakis
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; (J.A.M.); (K.N.); (M.G.)
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Juha P. Väyrynen
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02215, USA; (J.A.M.); (K.N.); (M.G.)
- Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital, and University of Oulu, 90220 Oulu, Finland
| | - Jonathan A. Nowak
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
| | - Shuji Ogino
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA; (N.A.); (M.Z.); (T.U.); (R.Z.); (M.C.L.); (K.F.); (J.K.); (K.H.); (K.A.); (T.S.T.); (J.A.N.)
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston 02115, MA, USA; (E.L.G.); (K.W.)
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Cancer Immunology and Cancer Epidemiology Programs, Dana-Farber Harvard Cancer Center, Boston, MA 02215, USA
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