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Li Y, Ma A, Wang Y, Guo Q, Wang C, Fu H, Liu B, Ma Q. Enhancer-driven gene regulatory networks inference from single-cell RNA-seq and ATAC-seq data. Brief Bioinform 2024; 25:bbae369. [PMID: 39082647 PMCID: PMC11289686 DOI: 10.1093/bib/bbae369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 06/19/2024] [Accepted: 07/15/2024] [Indexed: 08/03/2024] Open
Abstract
Deciphering the intricate relationships between transcription factors (TFs), enhancers, and genes through the inference of enhancer-driven gene regulatory networks (eGRNs) is crucial in understanding gene regulatory programs in a complex biological system. This study introduces STREAM, a novel method that leverages a Steiner forest problem model, a hybrid biclustering pipeline, and submodular optimization to infer eGRNs from jointly profiled single-cell transcriptome and chromatin accessibility data. Compared to existing methods, STREAM demonstrates enhanced performance in terms of TF recovery, TF-enhancer linkage prediction, and enhancer-gene relation discovery. Application of STREAM to an Alzheimer's disease dataset and a diffuse small lymphocytic lymphoma dataset reveals its ability to identify TF-enhancer-gene relations associated with pseudotime, as well as key TF-enhancer-gene relations and TF cooperation underlying tumor cells.
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Affiliation(s)
- Yang Li
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH 43210, United States
| | - Anjun Ma
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH 43210, United States
- Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, United States
| | - Yizhong Wang
- School of Mathematics, Shandong University, Jinan, Shandong 250100, China
| | - Qi Guo
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH 43210, United States
| | - Cankun Wang
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH 43210, United States
| | - Hongjun Fu
- Department of Neuroscience, College of Medicine, The Ohio State University, Columbus, OH 43210, United States
| | - Bingqiang Liu
- School of Mathematics, Shandong University, Jinan, Shandong 250100, China
| | - Qin Ma
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH 43210, United States
- Pelotonia Institute for Immuno-Oncology, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, United States
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Gu C, Can C, Liu J, Wei Y, Yang X, Guo X, Wang R, Jia W, Liu W, Ma D. The genetic polymorphisms of immune-related genes contribute to the susceptibility and survival of lymphoma. Cancer Med 2023; 12:14960-14978. [PMID: 37329186 PMCID: PMC10417154 DOI: 10.1002/cam4.6131] [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: 02/23/2023] [Revised: 05/09/2023] [Accepted: 05/14/2023] [Indexed: 06/18/2023] Open
Abstract
BACKGROUND Though immunological abnormalities have been proven involved in the pathogenesis of lymphoma, the underlying mechanism remains unclear. METHODS We investigated 25 single nucleotide polymorphisms (SNPs) of 21 immune-related genes and explored their roles in lymphoma. The genotyping assay of the selected SNPs was used by the Massarray platform. Logistic regression and Cox proportional hazards models were used to analyze the associations of SNPs and the susceptibility of lymphoma or clinical characteristics of lymphoma patients. In addition, Least Absolute Shrinkage and Selection Operator regression was used to further analyze the relationships with the survival of lymphoma patients and candidate SNPs, and the significant difference between genotypes was verified by the expression of RNA. RESULTS By comparing 245 lymphoma patients with 213 healthy controls, we found eight important SNPs related to the susceptibility of lymphoma, which were involved in JAK-STAT, NF-κB and other functional pathways. We further analyzed the relationships between SNPs and clinical characteristics. Our results showed that both IL6R (rs2228145) and STAT5B (rs6503691) significantly contributed to the Ann Arbor stages of lymphoma. And the STAT3 (rs744166), IL2 (rs2069762), IL10 (rs1800871), and PARP1 (rs907187) manifested a significant relationship with the peripheral blood counts in lymphoma patients. More importantly, the IFNG (rs2069718) and IL12A (rs6887695) were associated with the overall survival (OS) of lymphoma patients remarkably, and the adverse effects of GC genotypes could not be offset by Bonferroni correction for multiple comparison in rs6887695 especially. Moreover, we determined that the mRNA expression levels of IFNG and IL12A were significantly decreased in patients with shorter-OS genotypes. CONCLUSIONS We used multiple methods of analysis to predict the correlations between lymphoma susceptibility, clinical characteristics or OS with SNPs. Our findings reveal that immune-related genetic polymorphisms contribute to the prognosis and treatment of lymphoma, which may serve as promising predictive targets.
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Affiliation(s)
- Chaoyang Gu
- Department of HematologyQilu Hospital of Shandong UniversityJinanChina
| | - Can Can
- Department of HematologyQilu Hospital of Shandong UniversityJinanChina
| | - Jinting Liu
- Department of HematologyQilu Hospital of Shandong UniversityJinanChina
| | - Yihong Wei
- Department of HematologyQilu Hospital of Shandong UniversityJinanChina
| | - Xinyu Yang
- Department of HematologyQilu Hospital of Shandong UniversityJinanChina
| | - Xiaodong Guo
- Department of HematologyQilu Hospital of Shandong UniversityJinanChina
| | - Ruiqing Wang
- Department of HematologyQilu Hospital of Shandong UniversityJinanChina
| | - Wenbo Jia
- Department of HematologyQilu Hospital of Shandong UniversityJinanChina
| | - Wancheng Liu
- Department of HematologyQilu Hospital of Shandong UniversityJinanChina
| | - Daoxin Ma
- Department of HematologyQilu Hospital of Shandong UniversityJinanChina
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Investigation of IL-4, IL-10, and HVEM polymorphisms with esophageal squamous cell carcinoma: a case-control study involving 1929 participants. Biosci Rep 2021; 40:225960. [PMID: 32744314 PMCID: PMC7419785 DOI: 10.1042/bsr20193895] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 07/08/2020] [Accepted: 07/27/2020] [Indexed: 12/09/2022] Open
Abstract
It is believed that an individual’s hereditary factors may be involved in the development of esophageal cancer (EC). The present study recruited 721 esophageal squamous cell carcinoma (ESCC) cases and 1208 controls and explored the roles of single nucleotide polymorphisms (SNPs) in the interleukin-4 (IL-4), IL-10, and herpesvirus entry mediator (HVEM) genes in contributing to ESCC risk. IL-4, IL-10, and HVEM SNPs were analyzed by employing an SNPscan method. After adjustment for body mass index (BMI), smoking, drinking, age and gender, we identified that the rs2070874 T>C locus in IL-4 gene decreased the risk of ESCC (CC vs. TT: P=0.008; CC vs. TT/TC: P=0.010). After a stratified analysis, we suggested that the IL-4 rs2070874 T>C variants might be a protective factor for ESCC in male, ≥63 years old, never smoking, drinking and BMI < 24 kg/m2 subgroups. In addition, we identified that the rs2243263 G>C polymorphism in IL-4 gene was a risk factor for ESCC development in the BMI ≥ 24 kg/m2 subgroup (GC vs. GG: P=0.030 and GC/CC vs. GG: P=0.018). We identified an association of the IL-4 rs2070874 T>C SNP with the decreased susceptibility of ESCC in stage I/II subgroup. Finally, we found an association of the IL-10 rs1800872 T>G SNP with a worse differentiation (TG vs. TT: P=0.048 and GG/TG vs. TT: P=0.032). In conclusion, the findings indicate a potential importance of IL-4 rs2070874 T>C, IL-4 rs2243263 G>C and IL-10 rs1800872 T>G SNPs in the development of ESCC.
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Assis-Mendonça GR, Fattori A, Rocha RM, Lourenço GJ, Delamain MT, Nonogaki S, de Lima VCC, Colleoni GWB, de Souza CA, Soares FA, Lima CSP, Vassallo J. Single nucleotide variants in immune-response genes and the tumor microenvironment composition predict progression of mantle cell lymphoma. BMC Cancer 2021; 21:209. [PMID: 33648463 PMCID: PMC7919095 DOI: 10.1186/s12885-021-07891-9] [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: 05/18/2020] [Accepted: 02/08/2021] [Indexed: 11/20/2022] Open
Abstract
Background There is evidence to consider that the tumor microenvironment (TME) composition associates with antitumor immune response, and may predict the outcome of various non-Hodgkin lymphoma subtypes. However, in the case of mantle cell lymphoma (MCL), a rare and aggressive disease, there is lacking a detailed study of the TME components, as well as an integrative approach among them in patients’ samples. Also, from the genetic point of view, it is known that single nucleotide variants (SNVs) in immune-response genes are among important regulators of immunity. At present, it is uncertain whether SNVs in candidate immune-response genes and the TME composition are able to alter the prognosis in MCL. Methods We assessed a detailed TME composition in 88 MCL biopsies using immunohistochemistry, which was automatically analyzed by pixel counting (Aperio system). We also genotyped SNVs located in candidate immune-response genes (IL12A, IL2, IL10, TGFB1, TGFBR1, TGFBR2, IL17A, IL17F) in 95 MCL patients. We tested whether the SNVs could modulate the respective protein expression and TME composition in the tumor compartment. Finally, we proposed survival models in rituximab-treated patients, considering immunohistochemical and SNV models. Results High FOXP3/CD3 ratios (p = 0.001), high IL17A levels (p = 0.003) and low IL2 levels (p = 0.03) were individual immunohistochemical predictors of poorer survival. A principal component, comprising high quantities of macrophages and high Ki-67 index, also worsened outcome (p = 0.02). In the SNV model, the CC haplotype of IL10 (p < 0.01), the GG genotype of IL2 rs2069762 (p = 0.02) and the AA+AG genotypes of TGFBR2 rs3087465 (p < 0.01) were independent predictors of outcome. Finally, the GG genotype of TGFB1 rs6957 associated with lower tumor TGFβ levels (p = 0.03) and less CD163+ macrophages (p = 0.01), but did not modulate patients’ survival. Conclusions Our results indicate that the TME composition has relevant biological roles in MCL. In this setting, immunohistochemical detection of T-reg cells, IL17A and IL2, coupled with SNV genotyping in IL10, TGFBR2 and IL2, may represent novel prognostic factors in this disease, following future validations. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-07891-9.
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Affiliation(s)
- Guilherme Rossi Assis-Mendonça
- Department of Pathology, Faculty of Medical Sciences, University of Campinas, Distrito de Barão Geraldo, Campinas, SP, Brazil.
| | - André Fattori
- Department of Internal Medicine, Faculty of Medical Sciences, University of Campinas, Campinas, SP, Brazil
| | - Rafael Malagoli Rocha
- Molecular Gynecology Laboratory, Department of Gynecology, Federal University of São Paulo, São Paulo, Brazil
| | - Gustavo Jacob Lourenço
- Laboratory of Cancer Genetics, Faculty of Medical Sciences, University of Campinas, Campinas, SP, Brazil
| | | | - Suely Nonogaki
- Instituto Adolfo Lutz, Secretaria de Estado da Saúde, São Paulo, SP, Brazil
| | | | | | - Cármino Antonio de Souza
- Department of Internal Medicine, Faculty of Medical Sciences, University of Campinas, Campinas, SP, Brazil.,Hematology and Hemotherapy Center, University of Campinas, Campinas, Brazil
| | | | - Carmen Silvia Passos Lima
- Department of Internal Medicine, Faculty of Medical Sciences, University of Campinas, Campinas, SP, Brazil.,Laboratory of Cancer Genetics, Faculty of Medical Sciences, University of Campinas, Campinas, SP, Brazil
| | - José Vassallo
- Department of Pathology, Faculty of Medical Sciences, University of Campinas, Distrito de Barão Geraldo, Campinas, SP, Brazil.,Rede D'Or Hospitals Network - Pathology Division, São Paulo, SP, Brazil.,Laboratory of Investigative and Molecular Pathology (LIP), CIPED, Faculty of Medical Sciences, University of Campinas, Campinas, SP, Brazil
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An integrative microenvironment approach for follicular lymphoma: roles of inflammatory cell subsets and immune-response polymorphisms on disease clinical course. Oncotarget 2020; 11:3153-3173. [PMID: 32913559 PMCID: PMC7443366 DOI: 10.18632/oncotarget.27698] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 07/14/2020] [Indexed: 01/16/2023] Open
Abstract
The study of the tumor microenvironment (TME) in follicular lymphoma (FL) has produced conflicting results due to assessment of limited TME subpopulations, and because of heterogeneous treatments among different cohorts. Also, important genetic determinants of immune response, such as single-nucleotide polymorphisms (SNPs), remain underexplored in this disease. We performed a detailed study of the TME in 169 FL biopsies using immunohistochemistry, encompassing lymphocytes, macrophages, and cytokines. We also genotyped 16 SNPs within key immune-response genes (IL12A, IL2, IL10, TGFB1, TGFBR1, TGFBR2, IL17A, and IL17F) in 159 patients. We tested associations between SNPs, clinicopathological features and TME composition, and proposed survival models in R-CHOP/R-CVP-treated patients. Presence of the IL12A rs568408 "A" allele associated with the follicular pattern of FOXP3+ cells. The IL12A AA haplotype included rs583911 and rs568408 and was an independent predictor of worse survival, together with the follicular patterns of T-cells (FOXP3+ and CD8+) and high IL-17F tumor levels. The patterns of CD3+, CD4+ and CD8+ cells, displayed as a principal component, also associated with survival. Hierarchical clustering of the TME proteins demonstrated a cluster that was associated with worse prognosis (tumors enriched in IL-17A, IL-17F, CD8, PD1, and Ki-67). The survival of FL patients who were treated in the rituximab era shows a strong dependence on TME signals, especially the T-cell infiltration patterns and IL-17F tumor levels. The presence of the AA haplotype of IL12A in the genome of FL patients is an additional prognostic factor that may modulate the composition of T-reg cells in this disease.
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Zhang YQ, Tang YB, Dammer E, Liu JR, Zhao YW, Zhu L, Ren RJ, Chen HZ, Wang G, Cheng Q. Dysregulated Urinary Arginine Metabolism in Older Adults With Amnestic Mild Cognitive Impairment. Front Aging Neurosci 2019; 11:90. [PMID: 31105552 PMCID: PMC6492563 DOI: 10.3389/fnagi.2019.00090] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Accepted: 04/03/2019] [Indexed: 11/13/2022] Open
Abstract
Background: Urine samples, which capture an individual's metabolic profile, are ideal for the exploration of non-invasive biomarkers to confirm the amnestic mild cognitive impairment (aMCI) status of patients vs. unimpaired ones. Objective: We aimed to detect differentially metabolized amino acids, which are important objectives in metabolomics, garnering particular attention in biomedical pathogenesis from the urine of aMCI patients, which may give clinicians the possibility to intervene with early treatments that curb Alzheimer's disease (AD). Methods: The study included 208 subjects, 98 of whom were aMCI patients, and 110 who were control subjects without dementia. Urine samples were taken from each participant and supernatant was obtained for analysis. The concentrations of amino acids were measured by liquid chromatography-tandem mass spectrometry (LC-MS/MS). Results: Urinary arginine levels in aMCI patients are obviously lower than in normal controls (q < 0.2 and p < 0.05). Meanwhile, aMCI patients had significant reduced urinary global arginine bioavailability ratio (GABR), and GABR in urine displayed a positive correlation with the score of CMMSE. Conclusion: Urinary dysregulated arginine metabolism that may serve as a helpful clinical diagnostic biomarker for aMCI in older adults.
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Affiliation(s)
- Yue-Qi Zhang
- Department of Neurology & Neuroscience Institute, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ya-Bin Tang
- Department of Pharmacology and Chemical Biology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Eric Dammer
- Department of Biochemistry, Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, GA, United States
| | - Jian-Ren Liu
- Department of Neurology, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yu-Wu Zhao
- Department of Neurology, Shanghai Sixth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Liang Zhu
- Department of Pharmacology and Chemical Biology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ru-Jing Ren
- Department of Neurology & Neuroscience Institute, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hong-Zhuan Chen
- Department of Pharmacology and Chemical Biology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Gang Wang
- Department of Neurology & Neuroscience Institute, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qi Cheng
- Department of Neurology & Neuroscience Institute, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,School of Public Health, Shanghai Jiao Tong University, Shanghai, China
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Yang HC, Tsou HH, Pei SN, Chang CS, Chen JH, Yao M, Lin SJ, Lin J, Yuan Q, Xia N, Liu TW, Chen PJ, Cheng AL, Hsu C. Quantification of HBV core antibodies may help predict HBV reactivation in patients with lymphoma and resolved HBV infection. J Hepatol 2018; 69:286-292. [PMID: 29551710 DOI: 10.1016/j.jhep.2018.02.033] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Revised: 02/13/2018] [Accepted: 02/26/2018] [Indexed: 12/17/2022]
Abstract
BACKGROUND & AIMS Absence or low anti-HBV surface antibody (anti-HBs) is associated with an increased risk of HBV reactivation in patients with lymphoma and resolved HBV infection receiving rituximab-containing chemotherapy. Quantification of anti-HBV core antibody (anti-HBc) is a new marker associated with the natural history and treatment response of chronic HBV infection. This study investigated whether baseline anti-HBc and anti-HBs levels may better predict HBV reactivation. METHODS We prospectively measured the HBV DNA levels of patients with lymphoma and resolved HBV infection receiving rituximab-cyclophosphamide, hydroxydaunorubicin, vincristine, and prednisolone-based chemotherapy and started an antiviral therapy upon HBV reactivation, defined as a greater than 10-fold increase in HBV DNA compared with previous nadir levels. Anti-HBs and anti-HBc were quantified by a double-sandwich assay. Receiver-operating-characteristic-curve analysis was used to determine the optimal baseline anti-HBc/anti-HBs levels for predicting HBV reactivation. RESULTS HBV reactivation occurred in 24 of the 197 patients enrolled, with an incidence of 11.6/100 person-years. For the 192 patients with enough serum samples for analysis, low anti-HBs (<56.48 mIU/ml) and high anti-HBc (≥6.41 IU/ml) at baseline were significantly associated with high risk of HBV reactivation (hazard ratio [HR] 8.48 and 4.52, respectively; p <0.01). The multivariate analysis indicated that (1) patients with both high anti-HBc and low anti-HBs at baseline (36 of 192 patients) had an HR of 17.29 for HBV reactivation (95% CI 3.92-76.30; p <0.001), and (2) HBV reactivation may be associated with inferior overall survival (HR 2.41; 95% CI 1.15-5.05; p = 0.02). CONCLUSIONS Baseline anti-HBc/anti-HBs levels may predict HBV reactivation in these patients with lymphoma and help optimize prophylactic antiviral therapy for high-risk patients. LAY SUMMARY In this study, we identified a subgroup of patients with lymphoma and resolved hepatitis B virus infection that had a high risk of hepatitis B virus reactivation after receiving rituximab-containing chemotherapy. These findings will help optimize a preventive strategy, especially in hepatitis B virus endemic regions with limited healthcare resources. Clinical trial number: NCT 00931229.
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Affiliation(s)
- Hung-Chih Yang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Hsiao-Hui Tsou
- Division of Biostatistics and Bioinformatics, Institute of Population Health Sciences, National Health Research Institutes, Miaoli, Taiwan; Graduate Institute of Biostatistics, College of Public Health, China Medical University, Taichung, Taiwan
| | - Sung-Nan Pei
- Department of Internal Medicine, Kaohsiung Chang-Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Cheng-Shyong Chang
- Department of Internal Medicine, Changhua Christian Hospital, Changhua, Taiwan
| | - Jia-Hong Chen
- Department of Internal Medicine, Tri-Service General Hospital, Taipei, Taiwan
| | - Ming Yao
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Shyh-Jer Lin
- Department of Internal Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
| | - Johnson Lin
- Department of Internal Medicine, Mackay Memorial Hospital, Taipei, Taiwan
| | - Quan Yuan
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
| | - Ningshao Xia
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China
| | - Tsang-Wu Liu
- National Institute of Cancer Research, National Health Research Institutes, Miaoli, Taiwan
| | - Pei-Jer Chen
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; Hepatitis Research Center, National Taiwan University Hospital, Taipei, Taiwan
| | - Ann-Lii Cheng
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan; Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan; Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan; National Taiwan University Cancer Center, Taipei, Taiwan
| | - Chiun Hsu
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan; Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan; National Taiwan University Cancer Center, Taipei, Taiwan.
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Hieke S, Benner A, Schlenk RF, Schumacher M, Bullinger L, Binder H. Identifying Prognostic SNPs in Clinical Cohorts: Complementing Univariate Analyses by Resampling and Multivariable Modeling. PLoS One 2016; 11:e0155226. [PMID: 27159447 PMCID: PMC4861340 DOI: 10.1371/journal.pone.0155226] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Accepted: 04/26/2016] [Indexed: 11/18/2022] Open
Abstract
Clinical cohorts with time-to-event endpoints are increasingly characterized by measurements of a number of single nucleotide polymorphisms that is by a magnitude larger than the number of measurements typically considered at the gene level. At the same time, the size of clinical cohorts often is still limited, calling for novel analysis strategies for identifying potentially prognostic SNPs that can help to better characterize disease processes. We propose such a strategy, drawing on univariate testing ideas from epidemiological case-controls studies on the one hand, and multivariable regression techniques as developed for gene expression data on the other hand. In particular, we focus on stable selection of a small set of SNPs and corresponding genes for subsequent validation. For univariate analysis, a permutation-based approach is proposed to test at the gene level. We use regularized multivariable regression models for considering all SNPs simultaneously and selecting a small set of potentially important prognostic SNPs. Stability is judged according to resampling inclusion frequencies for both the univariate and the multivariable approach. The overall strategy is illustrated with data from a cohort of acute myeloid leukemia patients and explored in a simulation study. The multivariable approach is seen to automatically focus on a smaller set of SNPs compared to the univariate approach, roughly in line with blocks of correlated SNPs. This more targeted extraction of SNPs results in more stable selection at the SNP as well as at the gene level. Thus, the multivariable regression approach with resampling provides a perspective in the proposed analysis strategy for SNP data in clinical cohorts highlighting what can be added by regularized regression techniques compared to univariate analyses.
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Affiliation(s)
- Stefanie Hieke
- Institute for Medical Biometry and Statistics, Medical Center- University Freiburg, Freiburg, Germany
- Freiburg Center for Data Analysis and Modeling, University Freiburg, Freiburg, Germany
- * E-mail:
| | - Axel Benner
- Division of Biostatistics, German Cancer Research Center, Heidelberg, Germany
| | - Richard F. Schlenk
- Department of Internal Medicine III, University Hospital of Ulm, Ulm, Germany
| | - Martin Schumacher
- Institute for Medical Biometry and Statistics, Medical Center- University Freiburg, Freiburg, Germany
| | - Lars Bullinger
- Department of Internal Medicine III, University Hospital of Ulm, Ulm, Germany
| | - Harald Binder
- Institute of Medical Biostatistics, Epidemiology and Informatics, University Medical Center Johannes Gutenberg University Mainz, Mainz, Germany
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Nielsen KR, Steffensen R, Bendtsen MD, Rodrigo-Domingo M, Baech J, Haunstrup TM, Bergkvist KS, Schmitz A, Boedker JS, Johansen P, Dybkaeær K, Boeøgsted M, Johnsen HE. Inherited Inflammatory Response Genes Are Associated with B-Cell Non-Hodgkin's Lymphoma Risk and Survival. PLoS One 2015; 10:e0139329. [PMID: 26448050 PMCID: PMC4598167 DOI: 10.1371/journal.pone.0139329] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Accepted: 09/11/2015] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Malignant B-cell clones are affected by both acquired genetic alterations and by inherited genetic variations changing the inflammatory tumour microenvironment. METHODS We investigated 50 inflammatory response gene polymorphisms in 355 B-cell non-Hodgkin's lymphoma (B-NHL) samples encompassing 216 diffuse large B cell lymphoma (DLBCL) and 139 follicular lymphoma (FL) and 307 controls. The effect of single genes and haplotypes were investigated and gene-expression analysis was applied for selected genes. Since interaction between risk genes can have a large impact on phenotype, two-way gene-gene interaction analysis was included. RESULTS We found inherited SNPs in genes critical for inflammatory pathways; TLR9, IL4, TAP2, IL2RA, FCGR2A, TNFA, IL10RB, GALNT12, IL12A and IL1B were significantly associated with disease risk and SELE, IL1RN, TNFA, TAP2, MBL2, IL5, CX3CR1, CHI3L1 and IL12A were, associated with overall survival (OS) in specific diagnostic entities of B-NHL. We discovered noteworthy interactions between DLBCL risk alleles on IL10 and IL4RA and FL risk alleles on IL4RA and IL4. In relation to OS, a highly significant interaction was observed in DLBCL for IL4RA (rs1805010) * IL10 (rs1800890) (HR = 0.11 (0.02-0.50)). Finally, we explored the expression of risk genes from the gene-gene interaction analysis in normal B-cell subtypes showing a different expression of IL4RA, IL10, IL10RB genes supporting a pathogenetic effect of these interactions in the germinal center. CONCLUSIONS The present findings support the importance of inflammatory genes in B-cell lymphomas. We found association between polymorphic sites in inflammatory response genes and risk as well as outcome in B-NHL and suggest an effect of gene-gene interactions during the stepwise oncogenesis.
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MESH Headings
- Aged
- Alleles
- Female
- Genotype
- Haplotypes
- Humans
- Interleukin-10/genetics
- Interleukin-10/metabolism
- Interleukin-10 Receptor beta Subunit/genetics
- Interleukin-10 Receptor beta Subunit/metabolism
- Interleukin-4/genetics
- Interleukin-4/metabolism
- Interleukin-4 Receptor alpha Subunit/genetics
- Interleukin-4 Receptor alpha Subunit/metabolism
- Linkage Disequilibrium
- Lymphoma, Follicular/etiology
- Lymphoma, Follicular/genetics
- Lymphoma, Follicular/mortality
- Lymphoma, Large B-Cell, Diffuse/etiology
- Lymphoma, Large B-Cell, Diffuse/genetics
- Lymphoma, Large B-Cell, Diffuse/mortality
- Male
- Middle Aged
- Odds Ratio
- Polymorphism, Single Nucleotide
- Proportional Hazards Models
- Risk
- Survival Analysis
- Transcriptome
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Affiliation(s)
- Kaspar René Nielsen
- Department of Clinical Immunology, Aalborg University Hospital, Aalborg, Denmark
| | - Rudi Steffensen
- Department of Clinical Immunology, Aalborg University Hospital, Aalborg, Denmark
| | | | | | - John Baech
- Department of Clinical Immunology, Aalborg University Hospital, Aalborg, Denmark
| | - Thure Mors Haunstrup
- Department of Clinical Immunology, Aalborg University Hospital, Aalborg, Denmark
| | | | - Alexander Schmitz
- Department of Haematology, Aalborg University Hospital, Aalborg, Denmark
| | | | - Preben Johansen
- Department of Haematopathology, Aalborg University Hospital, Aalborg, Denmark
| | - Karen Dybkaeær
- Department of Haematology, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Martin Boeøgsted
- Department of Haematology, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Hans Erik Johnsen
- Department of Haematology, Aalborg University Hospital, Aalborg, Denmark
- Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
- * E-mail:
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Zhu B, Xiao C, Zhu B, Zheng Z, Liang J. Little association between the interleukin 10-3575T/A polymorphism and cancer risk: pooled analysis of 15608 cancer cases and 17539 controls. Int J Clin Exp Med 2015; 8:14335-14344. [PMID: 26550419 PMCID: PMC4613104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2015] [Accepted: 07/11/2015] [Indexed: 06/05/2023]
Abstract
The aim of the present work was to evaluate the association between the interleukin 10 (IL-10) -3575T/A (rs1800890) polymorphism and cancer risk. We performed a met-analysis based on 15 studies, including 15608 cancer cases and 17539 controls. We used odds ratios (ORs) with 95% confidence intervals (CIs) to assess the strength of the association, and performed sensitivity analyses. In the stratified analyses by all included studies, no association between IL-10-3575T/A (rs1800890) polymorphism and cancer risk (OR=0.966, 95% CI=0.889-1.05, P=0.417 for A vs. T; OR=1.035, 95% CI=0.975-1.1, P=0.257 for AA vs. AT+TT; OR=1.008, 95% CI=0.964-1.054, P=0.723 for AA+AT vs. TT) was observed. In the stratified analyses by cancer type of lymphoma and non-lymphoma, no association between them was also detected (Lymphoma: OR=1.021, 95% CI=0.962-1.083, P=0.496 for A vs. T; OR=1.029, 95% CI=0.967-1.095, P=0.363 for AA vs. AT+TT; OR=1.017, 95% CI=0.952-1.086, P=0.626 for AA+AT vs. TT; Non-lymphoma: OR=0.966 95% CI=0.889-1.51, P=0.245 for A vs. T; OR=1.035, 95% CI=0.975-1.1, P=0.287 for AA vs. AT+TT; OR=1.017, 95% CI=0.948-1.091, P=0.967 for AA+AT vs. TT). The results were the same by sensitivity analyses. No publication bias was existed in the analysis. The interleukin 10-3575T/A polymorphism may have no association with cancer risk.
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Affiliation(s)
- Biyuan Zhu
- Department of Respiratory Medicine, Dongguan Hospital of Traditional Chinese Medicine, Guangzhou University of Chinese MedicineSongshan Lake Avenue 22, Dongcheng District, Dongguan 523000, Guangdong, China
- Department of Intensive Care Unit, Dongguan Hospital of Traditional Chinese Medicine, Guangzhou University of Chinese MedicineSongshan Lake Avenue 22, Dongcheng District, Dongguan 523000, Guangdong, China
| | - Chaolie Xiao
- Department of Intensive Care Unit, Dongguan Hospital of Traditional Chinese Medicine, Guangzhou University of Chinese MedicineSongshan Lake Avenue 22, Dongcheng District, Dongguan 523000, Guangdong, China
| | - Biqing Zhu
- Department of Laboratory Medicine, Dongguan Hospital of Traditional Chinese Medicine, Guangzhou University of Chinese MedicineSongshan Lake Avenue 22, Dongcheng District, Dongguan 523000, Guangdong, China
| | - Zhiwen Zheng
- Department of Respiratory Medicine, Dongguan Hospital of Traditional Chinese Medicine, Guangzhou University of Chinese MedicineSongshan Lake Avenue 22, Dongcheng District, Dongguan 523000, Guangdong, China
| | - Jingjing Liang
- Department of Laboratory Medicine, Dongguan Hospital of Traditional Chinese Medicine, Guangzhou University of Chinese MedicineSongshan Lake Avenue 22, Dongcheng District, Dongguan 523000, Guangdong, China
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11
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Nielsen KR, Steffensen R, Haunstrup TM, Bødker JS, Dybkær K, Baech J, Bøgsted M, Johnsen HE. Inherited variation in immune response genes in follicular lymphoma and diffuse large B-cell lymphoma. Leuk Lymphoma 2015; 56:3257-66. [PMID: 26044172 DOI: 10.3109/10428194.2015.1058936] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Diffuse large B-cell lymphoma (DLBCL) and follicular lymphoma (FL) both depend on immune-mediated survival and proliferation signals from the tumor microenvironment. Inherited genetic variation influences this complex interaction. A total of 89 studies investigating immune-response genes in DLBCL and FL were critically reviewed. Relatively consistent association exists for variation in the tumor necrosis factor alpha (TNFA) and interleukin-10 loci and DLBCL risk; for DLBCL outcome association with the TNFA locus exists. Variations at chromosome 6p31-32 were associated with FL risk. Importantly, individual risk alleles have been shown to interact with each other. We suggest that the pathogenetic impact of polymorphic genes should include gene-gene interaction analysis and should be validated in preclinical model systems of normal B lymphopoiesis and B-cell malignancies. In the future, large cohort studies of interactions and genome-wide association studies are needed to extend the present findings and explore new risk alleles to be studied in preclinical models.
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Affiliation(s)
| | - Rudi Steffensen
- a Department of Clinical Immunology , Aalborg University Hospital , Denmark
| | | | | | - Karen Dybkær
- b Department of Haematology , Aalborg University Hospital.,c Clinical Cancer Research Center, Aalborg University Hospital , Denmark and Department of Clinical Medicine , Aalborg University , Denmark
| | - John Baech
- a Department of Clinical Immunology , Aalborg University Hospital , Denmark
| | - Martin Bøgsted
- b Department of Haematology , Aalborg University Hospital.,c Clinical Cancer Research Center, Aalborg University Hospital , Denmark and Department of Clinical Medicine , Aalborg University , Denmark
| | - Hans Erik Johnsen
- b Department of Haematology , Aalborg University Hospital.,c Clinical Cancer Research Center, Aalborg University Hospital , Denmark and Department of Clinical Medicine , Aalborg University , Denmark
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Cheng S, Li J, Liu W, Liu C, Su L, Liu X, Guo L, Ma Y, Song B, Liu J. LTA + 252A > G polymorphism is associated with risk of nasal NK/T-cell lymphoma in a Chinese population: a case-control study. BMC Cancer 2015; 15:480. [PMID: 26108796 PMCID: PMC4490687 DOI: 10.1186/s12885-015-1506-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Accepted: 06/19/2015] [Indexed: 11/25/2022] Open
Abstract
Background Nasal NK/T-cell lymphoma is a rare type of lymphoma in Caucasian individuals, but is relatively common in Asian populations. Genetic variants in immune and inflammatory response genes may thus be associated with the risk of developing lymphoma. Here, we investigated the association between immuno-modulatory gene polymorphisms and risk for nasal NK/T-cell lymphoma in a Chinese population. Methods Analysis of 12 single nucleotide polymorphisms (SNPs) in IL-10, TNF-α, lymphotoxin-α (LTA), and CTLA-4 genes was performed for 125 patients with NK/T-cell lymphoma and 300 healthy controls by PCR-ligase detection reactions. Results The LTA +252 GA + AA genotypes were associated with increased risk for NK/T-cell lymphoma (OR = 2.96, 95 % CI = 1.42–6.19, P = 0.004 for GA + AA genotype). Haplotype C-G-G-A (TNF-α -857, -308, −238 and LTA +252) also conferred an increased risk (OR = 1.52, 95 % CI = 1.14–2.06, P = 0.005). Additionally, the LTA +252 GA + AA genotype was associated with an even higher risk in populations positive for Epstein–Barr virus (OR = 5.20, 95 % CI = 1.22–23.41, P = 0.03 for the GA + AA genotype). Conclusions Our data suggest that the LTA +252 A > G polymorphism is associated with the risk of developing NK/T-cell lymphoma, especially for Epstein–Barr virus-positive NK/T-cell lymphoma in the Chinese population.
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Affiliation(s)
- Sensen Cheng
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, 250117, China. .,School of Medicine and Life Sciences, University of Jinan, Shandong Academy of Medical Sciences, Jinan, China.
| | - Jianzhong Li
- Department of Oncology, General Hospital of Jinan Iron and Steel Group Limited Company, Jinan, China.
| | - Wenjian Liu
- Department of Oncology, Affiliated Hospital of Taishan Medical College, Taian, China.
| | - Chengxiang Liu
- Department of Oncology, General Hospital of Jinan Iron and Steel Group Limited Company, Jinan, China.
| | - Lei Su
- Department of Oncology, Zhangqiu People's Hospital of Shandong Province, Jinan, China.
| | - Xiuchun Liu
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, 250117, China.
| | - Liangjun Guo
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, 250117, China.
| | - Yuan Ma
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, 250117, China. .,School of Medicine and Life Sciences, University of Jinan, Shandong Academy of Medical Sciences, Jinan, China.
| | - Bao Song
- Basic Laboratory, Shandong Cancer Hospital and Institute, Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, 250117, China.
| | - Jie Liu
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong Academy of Medical Sciences, 440 Jiyan Road, Jinan, 250117, China.
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Robinson RT. IL12Rβ1: the cytokine receptor that we used to know. Cytokine 2014; 71:348-59. [PMID: 25516297 DOI: 10.1016/j.cyto.2014.11.018] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2014] [Revised: 11/15/2014] [Accepted: 11/17/2014] [Indexed: 12/22/2022]
Abstract
Human IL12RB1 encodes IL12Rβ1, a type I transmembrane receptor that is an essential component of the IL12- and IL23-signaling complex. IL12RB1 is well-established as being a promoter of delayed type hypersensitivity (DTH), the immunological reaction that limits tuberculosis. However, recent data demonstrate that in addition to promoting DTH, IL12RB1 also promotes autoimmunity. The contradictory roles of IL12RB1 in human health raises the question, what are the factors governing IL12RB1 function in a given individual, and how is inter-individual variability in IL12RB1 function introduced? Here we review recent data that demonstrate individual variability in IL12RB1 function is introduced at the epigenetic, genomic polymorphism, and mRNA splicing levels. Where and how these differences contribute to disease susceptibility and outcome are also reviewed. Collectively, recent data support a model wherein IL12RB1 sequence variability - whether introduced at the genomic or post-transcriptional level - contributes to disease, and that human IL12RB1 is not as simple a gene as we once believed.
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Affiliation(s)
- Richard T Robinson
- Department of Microbiology and Molecular Genetics, The Medical College of Wisconsin, Milwaukee, WI 53226, United States.
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15
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Chihara D, Ito H, Matsuda T, Shibata A, Katsumi A, Nakamura S, Tomotaka S, Morton LM, Weisenburger DD, Matsuo K. Differences in incidence and trends of haematological malignancies in Japan and the United States. Br J Haematol 2013; 164:536-45. [PMID: 24245986 PMCID: PMC3907701 DOI: 10.1111/bjh.12659] [Citation(s) in RCA: 233] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Accepted: 10/08/2013] [Indexed: 12/20/2022]
Abstract
The incidence of a malignant disease reflects the genetic and cumulative exposure to the environment of a population. Therefore, evaluation of the incidence and trends of a disease in different populations may provide insights into its aetiology and pathogenesis. To evaluate the incidence of haematological malignancies according to specific subtypes, we used population-based registry data in Japan (N = 125 148) and the United States (US; N = 172 925) from 1993 to 2008. The age-adjusted incidence of haematological malignancies in Japan was approximately one-half that in the US but has been increasing significantly, whereas no significant change was seen in the US [annual percent change (95% C confidence interval): Japan, +2·4% (1·7, 3·1); US, +0·1% (−0·1, 0·2)]. Hodgkin lymphoma (HL) and non-Hodgkin lymphoma (NHL) showed the largest differences in incidence, with the most remarkable differences observed for chronic lymphocytic leukaemia, HL-nodular sclerosis, mycosis fungoides and cutaneous T-cell lymphoma. HL and NHL are increasing substantially in Japan but not in the US, suggesting that environmental exposures, such as Westernization of the life style may be causing this increase. Differences in the incidence and trends for specific subtypes also showed a marked contrast across subtypes, which, in turn, may provide significant new insights into disease aetiology in the future.
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Affiliation(s)
- Dai Chihara
- Division of Epidemiology and Prevention, Aichi Cancer Centre Research Institute, Nagoya, Japan
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16
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Abstract
Monogenic interleukin-10 (IL-10) and IL-10 receptor (IL-10R) deficiencies cause very early onset severe inflammatory bowel disease. Here, we report that 5 patients with an IL-10R1 (n = 1) or IL-10R2 (n = 4) deficiency developed B-cell non-Hodgkin lymphoma between the ages of 5 and 6 years (which was recurrent in 1 patient). These lymphomas had some of the characteristics of diffuse large B-cell lymphomas and contained monoclonal, Epstein-Barr virus-negative germinal center B cells. The tumors displayed a remarkably homogeneous signature, with original activation of the nuclear factor κB pathway and a decrease in intratumor T-cell infiltration. Hence, IL-10R deficiency is associated with a high risk of developing B-cell lymphoma. Our results revealed an unexpected role of the IL-10R pathway in lymphomagenesis.
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Liu J, Liu J, Song B, Wang T, Liu Y, Hao J, Yu J. Genetic variations in CTLA-4, TNF-α, and LTA and susceptibility to T-cell lymphoma in a Chinese population. Cancer Epidemiol 2013; 37:930-4. [PMID: 24035239 DOI: 10.1016/j.canep.2013.08.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2013] [Revised: 08/19/2013] [Accepted: 08/21/2013] [Indexed: 11/25/2022]
Abstract
OBJECTIVE T-cell lymphoma is a highly aggressive malignant lymphoma that is rare in Caucasians but relatively common in Asian populations. Factors regulating T-cell proliferation and function may play an important role in the pathogenesis of T-cell lymphoma. METHODS A total of 8 single nucleotide polymorphisms in cytotoxic T lymphocyte antigen-4 (CTLA-4), tumor necrosis factor-α (TNF-α), and lymphotoxin-α (LTA) genes were detected by polymerase chain reaction-ligation detection reaction analysis in a Chinese population of 291 patients with T-cell lymphoma and 300 healthy controls. Logistic regression was used to determine the odds ratios (ORs) and 95% confidence intervals for the associations of genotypes and haplotypes with T-cell lymphoma risk. RESULTS Among these polymorphisms, the LTA +252AA genotype was significantly associated with T-cell lymphoma risk (OR, 2.3; P=0.002). Furthermore, the TNF-α/LTA haplotype C-G-G-A (TNF-α -857C, -308G, and -238G and LTA +252A) showed a significantly increased risk for T-cell lymphoma (OR, 1.6; P=0.001). CONCLUSION Our study suggested that the LTA +252G>A polymorphism may influence susceptibility to T-cell lymphoma in the Chinese population.
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Affiliation(s)
- Jie Liu
- Medical College, Shandong University, Jinan, China; Department of Oncology, Shandong Cancer Hospital, Shandong Academy of Medical Sciences, Jinan, China
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van de Vosse E, Haverkamp MH, Ramirez-Alejo N, Martinez-Gallo M, Blancas-Galicia L, Metin A, Garty BZ, Sun-Tan Ç, Broides A, de Paus RA, Keskin Ö, Çağdaş D, Tezcan I, Lopez-Ruzafa E, Aróstegui JI, Levy J, Espinosa-Rosales FJ, Sanal Ö, Santos-Argumedo L, Casanova JL, Boisson-Dupuis S, van Dissel JT, Bustamante J. IL-12Rβ1 deficiency: mutation update and description of the IL12RB1 variation database. Hum Mutat 2013; 34:1329-39. [PMID: 23864330 DOI: 10.1002/humu.22380] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2013] [Accepted: 07/03/2013] [Indexed: 01/09/2023]
Abstract
IL-12Rβ1 deficiency is an autosomal recessive disorder characterized by predisposition to recurrent and/or severe infections caused by otherwise poorly pathogenic mycobacteria and salmonella. IL-12Rβ1 is a receptor chain of both the IL-12 and the IL-23 receptor and deficiency of IL-12Rβ1 thus abolishes both IL-12 and IL-23 signaling. IL-12Rβ1 deficiency is caused by bi-allelic mutations in the IL12RB1 gene. Mutations resulting in premature stop codons, such as nonsense, frame shift, and splice site mutations, represent the majority of IL-12Rβ1 deficiency causing mutations (66%; 46/70). Also every other morbid mutation completely inactivates the IL-12Rβ1 protein. In addition to disease-causing mutations, rare and common variations with unknown functional effect have been reported in IL12RB1. All these variants have been deposited in the online IL12RB1 variation database (www.LOVD.nl/IL12RB1). In this article, we review the function of IL-12Rβ1 and molecular genetics of human IL12RB1.
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Affiliation(s)
- Esther van de Vosse
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, The Netherlands
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Fan H, Wang C, Guo Z. Single nucleotide polymorphisms in the mitochondrial displacement loop and age at onset of non-Hodgkin lymphoma. Onco Targets Ther 2013; 6:1041-5. [PMID: 23966792 PMCID: PMC3743528 DOI: 10.2147/ott.s49597] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE Single nucleotide polymorphisms (SNPs) accumulated frequently in the mitochondrial displacement loop (D-loop) in many cancers. We had identified cancer risk-associated SNPs in the D-loop of non-Hodgkin lymphoma (NHL) patients previously, in this study, we investigated the association of age at onset and D-loop SNPs in NHL patients. MATERIALS AND METHODS The D-loop region of mtDNA was sequenced for 133 NHL patients recorded at the Fourth Hospital of Hebei Medical University. The Kaplan-Meier method was used to identify age at onset-associated SNPs in the D-loop of NHL patients. The Cox proportional hazards model was used to identify independent risk factors for age at onset. RESULTS The SNP sites of nucleotides 146C/T, 151T/C, 194T/C, 315C/C insert, 523Del/A, and 525Del/C were identified for their association with age at onset, by the logrank test. In an overall multivariate analysis, allele 146 (relative risk, 0.403; 95% confidence interval [CI]: 0.182-0.895) (P = 0.026), allele 151 (relative risk, 0.378; 95% CI: 0.165-0.868) (P = 0.022), and allele 315 (relative risk, 3.554; 95% CI: 1.344-9.400) (P = 0.011) were identified as independent predictors for age at onset in NHL patients. CONCLUSION SNPs in the D-loop can predict age at onset in NHL patients. Analysis of the D-loop SNPs can help identify NHL patient subgroups at high risk of early onset.
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Affiliation(s)
- Haiyan Fan
- Department of Gastroenterology and Hepatology, People's Republic of China
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Gao Y, Zhao G, Diao L, Guo Z. Identification of sequence polymorphisms in the D-loop region of mitochondrial DNA as a risk factor for non-Hodgkin lymphoma. ACTA ACUST UNITED AC 2013; 25:220-2. [PMID: 23795851 DOI: 10.3109/19401736.2013.796457] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Accumulation of single nucleotide polymorphisms (SNPs) in the displacement loop (D-loop) of mitochondrial DNA (mtDNA) may be associated with an increased cancer risk. We investigated the non-Hodgkin lymphoma (NHL) risk profile of D-loop SNPs in a case-control study. The minor alleles of nucleotides 73A/G, 263A/G, 315C/C insert were associated with a decreased risk for NHL. The minor alleles of the nucleotides 200G/A were specifically associated with the risk of diffuse large B-cell lymphoma, whereas the minor allele of nucleotides 16362C/T and 249Del/A was specifically associated with the decreased risk of T-cell lymphoma. In conclusion, SNPs in mtDNA are potential modifiers of NHL risk. The analysis of genetic polymorphisms in the mitochondrial D-loop can help identify subgroups of patients who are at a high risk of developing NHL.
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Elsabahy M, Wooley KL. Cytokines as biomarkers of nanoparticle immunotoxicity. Chem Soc Rev 2013. [PMID: 23549679 DOI: 10.1039/c3cs60064e.cytokines] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
Abstract
Nanoscale objects, whether of biologic origin or synthetically created, are being developed into devices for a variety of bionanotechnology diagnostic and pharmaceutical applications. However, the potential immunotoxicity of these nanomaterials and mechanisms by which they may induce adverse reactions have not received sufficient attention. Nanomaterials, depending on their characteristics and compositions, can interact with the immune system in several ways and either enhance or suppress immune system function. Cytokines perform pleiotropic functions to mediate and regulate the immune response and are generally recognized as biomarkers of immunotoxicity. While the specificity and validity of certain cytokines as markers of adverse immune response has been established for chemicals, small and macromolecular drugs, research on their applicability for predicting and monitoring the immunotoxicity of engineered nanomaterials is still ongoing. The goal of this review is to provide guidelines as to important cytokines that can be utilized for evaluating the immunotoxicity of nanomaterials and to highlight the role of those cytokines in mediating adverse reactions, which is of particular importance for the clinical development of nanopharmaceuticals and other nanotechnology-based products. Importantly, the rational design of nanomaterials of low immunotoxicity will be discussed, focusing on synthetic nanodevices, with emphasis on both the nanoparticle-forming materials and the embedded cargoes.
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Affiliation(s)
- Mahmoud Elsabahy
- Department of Chemistry, and Laboratory for Synthetic-Biologic Interactions, Texas A&M University, P.O. Box 30012, 3255 TAMU, College Station, Texas 77842-3012, USA.
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Abstract
Nanoscale objects, whether of biologic origin or synthetically created, are being developed into devices for a variety of bionanotechnology diagnostic and pharmaceutical applications. However, the potential immunotoxicity of these nanomaterials and mechanisms by which they may induce adverse reactions have not received sufficient attention. Nanomaterials, depending on their characteristics and compositions, can interact with the immune system in several ways and either enhance or suppress immune system function. Cytokines perform pleiotropic functions to mediate and regulate the immune response and are generally recognized as biomarkers of immunotoxicity. While the specificity and validity of certain cytokines as markers of adverse immune response has been established for chemicals, small and macromolecular drugs, research on their applicability for predicting and monitoring the immunotoxicity of engineered nanomaterials is still ongoing. The goal of this review is to provide guidelines as to important cytokines that can be utilized for evaluating the immunotoxicity of nanomaterials and to highlight the role of those cytokines in mediating adverse reactions, which is of particular importance for the clinical development of nanopharmaceuticals and other nanotechnology-based products. Importantly, the rational design of nanomaterials of low immunotoxicity will be discussed, focusing on synthetic nanodevices, with emphasis on both the nanoparticle-forming materials and the embedded cargoes.
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Affiliation(s)
- Mahmoud Elsabahy
- Department of Chemistry, Department of Chemical Engineering, and Laboratory for Synthetic-Biologic Interactions, Texas A&M University, P.O. Box 30012, 3255 TAMU, College Station, Texas 77842-3012, United States
- Department of Pharmaceutics, Faculty of Pharmacy, Assiut International Center of Nanomedicine, Al-Rajhy Liver Hospital, Assiut University, Assiut, Egypt
| | - Karen L. Wooley
- Department of Chemistry, Department of Chemical Engineering, and Laboratory for Synthetic-Biologic Interactions, Texas A&M University, P.O. Box 30012, 3255 TAMU, College Station, Texas 77842-3012, United States
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Zhang Y, Chen MB, Zhou XY, Hong XN. Lymphotoxin alpha (LTA) polymorphism is associated with prognosis of non-Hodgkin's lymphoma in a Chinese population. PLoS One 2013; 8:e66411. [PMID: 23840460 PMCID: PMC3688772 DOI: 10.1371/journal.pone.0066411] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2013] [Accepted: 05/05/2013] [Indexed: 11/27/2022] Open
Abstract
Background Non-Hodgkin’s lymphoma (NHL) has been widely reported to be associated with autoimmune and pro-inflammatory response, and genetic polymorphisms of candidate genes involved in autoimmune and pro-inflammatory response may influence the survival and prognosis of NHL patients. To evaluate the role of such genetic variations in prognosis of NHL, we conducted this study in a Chinese population. Methods We used the TaqMan assay to genotype six single nucleotide polymorphisms (SNPs) (TNF rs1799964T>C, LTA rs1800683G>A, IL-10 rs1800872T>G, LEP rs2167270G>A, LEPR rs1327118C>G, TNFAIP8 rs1045241C>T) for 215 NHL cases. Kaplan-Meier analysis was performed to compare progression free survival among two common genotypes. Cox proportional hazard models were used to identify independent risk factors. Results We observed that LTA rs1800683G>A was significantly associated with risk of progression or relapse in NHL patients (HR = 1.63, 95%CI = 1.06–2.51; P = 0.028), particularly in Diffuse large B cell lymphoma (DLBCL) cases (HR = 1.50, 95%CI = 1.10–2.04, P = 0.01). Both univariate and multivariate Cox regression analysis showed that in DLBCL patients, Ann Arbor stage III/IV, elevated LDH level before treatment and LTA rs1800683 AA genotype carrier were independent risk factors for progression or relapse. While in NK/T cell lymphoma, Ann Arbor stage III/IV and elevated β2-MG level before treatment indicated poorer prognosis. Conclusions The polymorphism of LTA rs1800683G>A contributes to NHL prognosis in a Chinese population. Further large-scale and well-designed studies are needed to confirm these results.
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Affiliation(s)
- Yan Zhang
- Department of Medical Oncology, Kunshan First People's Hospital Affiliated to Jiangsu University, Jiangsu, China.
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minPtest: a resampling based gene region-level testing procedure for genetic case-control studies. Comput Stat 2013. [DOI: 10.1007/s00180-012-0391-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Datta S, Chatterjee S, Policegoudra RS, Gogoi HK, Singh L. Hepatitis viruses and non-Hodgkin’s lymphoma: A review. World J Virol 2012; 1:162-73. [PMID: 24175222 PMCID: PMC3782277 DOI: 10.5501/wjv.v1.i6.162] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2011] [Revised: 06/06/2012] [Accepted: 11/07/2012] [Indexed: 02/05/2023] Open
Abstract
Non-Hodgkin’s lymphoma (NHL) is among the haematological malignancies with high prevalence worldwide, causing estimated 355 900 new cases and 191 400 deaths in 2008. High prevalence of NHL is documented in economically more developed areas while low prevalence is observed in less developed areas of the globe. A wide array of environmental factors have been reported to be either directly involved or in modifying the risk of NHL development. In addition to these factors, a number of infectious agents, chiefly viruses have also been implicated in the development of NHL. This article reviews the available literature to discuss the role of hepatitis viruses in NHL development, possible mechanisms of lymphomagenesis and also identify the areas in which further research is required to better understand this disease. A brief discussion on the clinical aspects such as classification, staging, treatment approaches have also been included in this article.
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Affiliation(s)
- Sibnarayan Datta
- Sibnarayan Datta, Soumya Chatterjee, Rudragoud S Policegoudra, Hemant K Gogoi, Lokendra Singh, Biotechnology Division, Defence Research Laboratory, Tezpur, Assam, PIN-784001, India
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Ford NR, Miller HE, Reeme AE, Waukau J, Bengtson C, Routes JM, Robinson RT. Inflammatory signals direct expression of human IL12RB1 into multiple distinct isoforms. THE JOURNAL OF IMMUNOLOGY 2012; 189:4684-94. [PMID: 23024274 DOI: 10.4049/jimmunol.1200606] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
IL12RB1 is essential for human resistance to multiple intracellular pathogens, including Mycobacterium tuberculosis. In its absence, the proinflammatory effects of the extracellular cytokines IL-12 and IL-23 fail to occur, and intracellular bacterial growth goes unchecked. Given the recent observation that mouse leukocytes express more than one isoform from il12rb1, we examined whether primary human leukocytes similarly express more than one isoform from IL12RB1. We observed that human leukocytes express as many as 13 distinct isoforms, the relative levels of each being driven by inflammatory stimuli both in vitro and in vivo. Surprisingly, the most abundant isoform present before stimulation is a heretofore uncharacterized intracellular form of the IL-12R (termed "isoform 2") that presumably has limited contact with extracellular cytokine. After stimulation, primary PBMCs, including the CD4(+), CD8(+), and CD56(+) lineages contained therein, alter the splicing of IL12RB1 RNA to increase the relative abundance of isoform 1, which confers IL-12/IL-23 responsiveness. These data demonstrate both a posttranscriptional mechanism by which cells regulate their IL-12/IL-23 responsiveness, and that leukocytes primarily express IL12RB1 in an intracellular form located away from extracellular cytokine.
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Affiliation(s)
- Nicole R Ford
- Department of Microbiology and Molecular Genetics, Medical College of Wisconsin, Milwaukee, WI 53226, USA
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Crump C, Sundquist K, Sieh W, Winkleby MA, Sundquist J. Perinatal and family risk factors for non-Hodgkin lymphoma in early life: a Swedish national cohort study. J Natl Cancer Inst 2012; 104:923-30. [PMID: 22623506 PMCID: PMC3732249 DOI: 10.1093/jnci/djs225] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2011] [Revised: 03/28/2012] [Accepted: 03/29/2012] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The incidence of non-Hodgkin lymphoma (NHL) in early life has increased in recent decades, but the relevant risk factors remain largely unknown. We examined perinatal and family risk factors for NHL in childhood through young adulthood. METHODS We conducted a national cohort study of 3 571 574 individuals born in Sweden in 1973-2008 who were followed for incidence of NHL through 2009 (ages 0-37 years). Detailed information on perinatal and family characteristics and NHL diagnoses were obtained from national birth and cancer registries. Cox proportional hazards regression was used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for the association between perinatal and family variables and NHL; P values are from two-sided tests. RESULTS There were 936 NHL case patients identified in 66.3 million person-years of follow-up. Independent risk factors for NHL included family history of NHL in either a sibling (adjusted HR = 9.84; 95% CI = 2.46 to 39.41; P = .001) or parent (adjusted HR = 2.36; 95% CI = 1.27 to 4.38; P = .007); high fetal growth (for ≥ 2 SDs relative to 0 to <1 SD from the mean: adjusted HR = 1.64; 95% CI = 1.19 to 2.25; P = .002); older maternal age (adjusted HR for each 5-year increment = 1.11; 95% CI = 1.04 to 1.19; P (trend) = .004); low birth order (adjusted HR for each increment of one birth = 0.91; 95% CI = 0.84 to 0.99; P (trend) = .02); and male sex (adjusted HR = 1.58; 95% CI = 1.38 to 1.80; P < .001). Male sex was associated with onset of NHL before 15 years of age but not with later-onset NHL, whereas the other risk factors did not vary by age at diagnosis. No association was found between gestational age at birth, twinning, paternal age, or parental education and NHL. CONCLUSION In this large national cohort study, family history of NHL, high fetal growth, older maternal age, low birth order, and male sex were independent risk factors for NHL in early life.
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Affiliation(s)
- Casey Crump
- Department of Medicine, Stanford University, 900 Blake Wilbur Dr, Stanford, CA 94304-2205,USA.
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Yri OE, Ekstrøm PO, Hilden V, Gaudernack G, Liestøl K, Smeland EB, Holte H. Polymorphisms in genes encoding interleukin-10 and drug metabolizing enzymes GSTP1, GSTT1, GSTA1 and UGT1A1 influence risk and outcome in Hodgkin lymphoma. Leuk Lymphoma 2012; 53:1934-44. [DOI: 10.3109/10428194.2012.682307] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Zhang Y, Wang MY, He J, Wang JC, Yang YJ, Jin L, Chen ZY, Ma XJ, Sun MH, Xia KQ, Hong XN, Wei QY, Zhou XY. Tumor necrosis factor-α induced protein 8 polymorphism and risk of non-Hodgkin's lymphoma in a Chinese population: a case-control study. PLoS One 2012; 7:e37846. [PMID: 22666399 PMCID: PMC3362607 DOI: 10.1371/journal.pone.0037846] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2012] [Accepted: 04/26/2012] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Non-Hodgkin's lymphoma (NHL) has been reported to be associated with autoimmune and pro-inflammatory response, and genetic polymorphisms of candidate genes involved in autoimmune and pro-inflammatory response may influence the susceptibility to NHL. To evaluate the role of such genetic variations in risk of NHL, we conducted a case-control study of 514 NHL patients and 557 cancer-free controls in a Chinese population. METHOD We used the Taqman assay to genotype six potentially functional single nucleotide polymorphisms (SNPs) in six previously reported inflammation and immune-related genes (TNF rs1799964T>C, LTA rs1800683G>A, IL-10 rs1800872T>G, LEP rs2167270G>A, LEPR rs1327118C>G, TNFAIP8 rs1045241C>T). Logistic regression models were used to estimate odds ratios (ORs) and 95% confidence intervals (95% CI). RESULTS We observed a significantly increased risk of NHL associated with the TNFAIP8 rs1045241C>T polymorphism (adjusted OR = 3.03; 95% CI = 1.68-5.45 for TT vs. CC and adjusted OR = 2.03; 95% CI = 1.53-2.69 for CT/TT vs. CC). The risk associated with the T allele was more evident in subgroups of 40-60 year-old, non-smokers or light-smokers (less than 25 pack-years), and subjects with normal weight or overweight. Risk for both B and T cell non-Hodgkin's lymphoma was elevated for CT/TT genotypes (adjusted OR = 1.95, 95% CI = 1.41-2.70 for B cell NHL and adjusted OR = 2.22, 95% CI = 1.49-3.30 for T cell NHL), particularly for DLBCL (adjusted OR = 2.01, 95%CI = 1.41-2.85) and FL (adjusted OR = 2.53, 95% CI = 1.17-5.45). These risks were not observed for variant genotypes of other five SNPs compared with their common homozygous genotypes. CONCLUSIONS The polymorphism of TNFAIP8 rs1045241C>T may contribute to NHL susceptibility in a Chinese population. Further large-scale and well-designed studies are needed to confirm these results.
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Affiliation(s)
- Yan Zhang
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Meng-Yun Wang
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Cancer Research Laboratory, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Jing He
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Cancer Research Laboratory, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Jiu-Cun Wang
- Ministry of Education Key Laboratory of Contemporary Anthropology and State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Fudan-Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Ya-Jun Yang
- Ministry of Education Key Laboratory of Contemporary Anthropology and State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Fudan-Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Li Jin
- Ministry of Education Key Laboratory of Contemporary Anthropology and State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China
- Fudan-Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Zhi-Yu Chen
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xue-Jun Ma
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Meng-Hong Sun
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Kai-Qin Xia
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Cancer Research Laboratory, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Xiao-Nan Hong
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- * E-mail: (XYZ); (XNH)
| | - Qing-Yi Wei
- Cancer Research Laboratory, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Epidemiology, the University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Xiao-Yan Zhou
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Cancer Research Laboratory, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- * E-mail: (XYZ); (XNH)
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Ter-Minassian M, Wang Z, Asomaning K, Wu MC, Liu CY, Paulus JK, Liu G, Bradbury PA, Zhai R, Su L, Frauenhoffer CS, Hooshmand SM, De Vivo I, Lin X, Christiani DC, Kulke MH. Genetic associations with sporadic neuroendocrine tumor risk. Carcinogenesis 2011; 32:1216-22. [PMID: 21606320 DOI: 10.1093/carcin/bgr095] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Genetic risk factors for sporadic neuroendocrine tumors (NET) are poorly understood. We tested risk associations in patients with sporadic NET and non-cancer controls, using a custom array containing 1536 single-nucleotide polymorphisms (SNPs) in 355 candidate genes. We identified 18 SNPs associated with NET risk at a P-value <0.01 in a discovery set of 261 cases and 319 controls. Two of these SNPs were found to be significantly associated with NET risk in an independent replication set of 235 cases and 113 controls, at a P value ≤0.05. An SNP in interleukin 12A (IL12A rs2243123), a gene implicated in inflammatory response, replicated with an adjusted odds ratio (95% confidence interval) (aOR) = 1.47 (1.03, 2.11) P-trend = 0.04. A second SNP in defender against cell death, (DAD1 rs8005354), a gene that modulates apoptosis, replicated at aOR = 1.43 (1.02, 2.02) P-trend = 0.04. Consistent with our observations, a pathway analysis, performed in the discovery set, suggested that genetic variation in inflammatory pathways or apoptosis pathways is associated with NET risk. Our findings support further investigation of the potential role of IL12A and DAD1 in the etiology of NET.
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Affiliation(s)
- Monica Ter-Minassian
- Environmental and Occupational Medicine and Epidemiology Program, Department of Environmental Health, Harvard School of Public Health, 677 Huntington Avenue, Boston, MA 02115, USA.
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